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20px rgba(0, 0, 0, .25);"><span>Discover the future of Data Management and Analytics</span></h3> <h3 style=" font-size: 18px;font-weight: 600; opacity: .7; color: #FFF; text-shadow: 0 -4px 20px rgba(0, 0, 0, .25);">Welcome to the Denodo Community, here you can find useful technical resources to upskill yourself on the Denodo Platform, learn and discuss with other data management/data integration experts and peers.</h3> </div> </div> </div> </div> </div> </section>  <section id="content"> <div class="content-wrap" id="Start"> <div class="container clearfix"> <div class="container clearfix mb-6"> <div id="section-home" class="heading-block text-center border-bottom-0 page-section"> <h1>Get Started with Denodo</h1> <span>For first-time users, we have created this section to make your journey more comfortable to start working with Denodo Platform. <span class="color">Let's start by choosing your role</span></span> </div> <div class="w-100 text-center mb-5"> <a href="#architect" class="button button-large button-circle m-1">Architect</a> <a href="#developer" class="button button-large button-circle m-1">Data Developer</a> <a href="#administrator" class="button button-large button-circle m-1">Administrator</a> <a href="#endUser" class="button button-large button-circle m-1">End User</a> <a href="#dataAnalyst" class="button button-large button-circle m-1">Data Analyst</a> <a href="#aiDeveloper" class="button button-large button-circle m-1">AI Developer</a> </div> </div> </div> </div> </section> <section id="architect" style="background-color: #E7E9F8"> <div class="content-wrap"> <div class="container clearfix"> <div class="row col-mb-50"> <div class="col-md-4 position-relative overflow-hidden hidden-xs"> <img src="img/rebranding/Get-Started-Architect.png" alt="Macbook Video Underlay" class="w-100" style="position: absolute; top: 0; left: 0;" /> </div> <div class="col-md-8"> <h3>I'm an <span>Architect</span></h3> <p>As an Architect, I make architecture decisions on whether Denodo can be used on a use case/project or not, so I’d be interested in:</p> <div class="tabs clearfix ui-tabs ui-corner-all ui-widget ui-widget-content" id="tab-3"> <ul class="tab-nav tab-nav2 clearfix ui-tabs-nav ui-corner-all ui-helper-reset ui-helper-clearfix ui-widget-header" role="tablist"> <li role="tab" tabindex="0" class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" aria-controls="referenceArchitecture" aria-labelledby="ui-id-32" aria-selected="true" aria-expanded="true"><a href="#referenceArchitecture" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-32">Denodo Reference Architecture</a></li> <li role="tab" tabindex="-1" class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" aria-controls="solutionsUsesCases" aria-labelledby="ui-id-33" aria-selected="false" aria-expanded="false"><a href="#solutionsUsesCases" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-33">Solutions and Use Cases </a></li> <li role="tab" tabindex="-1" class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" aria-controls="learningPathArchitects" aria-labelledby="ui-id-34" aria-selected="false" aria-expanded="false"><a href="#learningPathArchitects" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-34">Learning Path for Architects</a></li> </ul> <div class="tab-container"> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="referenceArchitecture" aria-labelledby="ui-id-32" role="tabpanel" aria-hidden="false"> <p> Denodo enables business applications to process a series of distributed and heterogeneous data sources, including external sources, as though the data were contained in a large “virtual” database. Here you can find the resources to learn about the architecture of Denodo. </p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Denodo Overview </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/administration/general_architecture/general_architecture">Virtual DataPort General Architecture</a> (User Manual)</li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/solution_manager/administration/introduction">Solution Manager: Denodo General Architecture</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Logical%20Data%20Management%20for%20Architects">Logical Data Management for Architects</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Denodo%20Platform%20Cluster%20Architecture">Denodo Platform Cluster Architecture</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Multi-Layer%20Architecture">Multi-Layer Architecture</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/administration/restful_architecture/restful_architecture">RESTful Architecture of Denodo</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="https://www.denodo.com/en/denodo-platform/subscriptions">Denodo Platform Subscriptions</a> (Web page) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Make it Real: Define your Infrastructure Architecture </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../expert-trails/view/document/Expert%20Trail:%20Deployment%20Topology">Expert Trail: Deployment Topology</a> (Expert Trail) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Denodo%20Security%20Overview">Denodo Security Overview</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/administration/cluster_architectures_server_backup/cluster_architectures_server_backup">Cluster Architectures / High Availability</a> (User Manual) </li> </ul> </div> </div> </div> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="solutionsUsesCases" aria-labelledby="ui-id-33" role="tabpanel"> <p> Denodo exposes the information of your data infrastructure as views and web services. Here you can find the resources to learn how Denodo can help you when building these solutions and use cases. </p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Generative AI </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../videos/details/Updates/Denodo%209/Denodo%20Platform%209.1%20Update%20-%20Intelligent%20Data%20Fabric%20with%20Denodo%20Assistant"> Intelligent Data Fabric with Denodo Assistant </a> (Video) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../videos/details/Data%20Catalog/Denodo%209/Assisted%20Queries%20by%20AI%20in%20the%20Data%20Catalog"> Assisted Queries by IA in the Data Catalog </a> (Video) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/data_catalog/views/assisted_query"> Data Catalog Guide: Assisted Query</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" target="_blank" href="https://www.denodo.com/en/webinar/use-denodo-and-data-fabric-enable-rag-implementation"> Use Denodo and data fabric to enable RAG implementation</a> (Denodo TechTalk) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" target="_blank" href="https://www.denodo.com/en/webinar/denodo-supercharges-ai-enterprises-nvidias-nim-integrations"> Denodo Supercharges AI for Enterprises with NVIDIA's NIM Integrations</a> (Denodo TechTalk) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> IT Infrastructure Modernization </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" target="_blank" href="https://www.denodo.com/en/document/whitepaper/logical-data-fabric-whitepaper"> Logical Data Fabric Whitepaper</a> (Whitepaper) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../tutorials/browse/datafabric/index"> Data Fabric and Denodo</a> (Tutorial) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Data%20Fabric%20and%20Denodo"> Data Fabric and Denodo</a> (Training Course) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Cloud Modernization </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/agora/index">Agora, the Denodo Cloud Service</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Denodo%20Cloud%20Architectures">Denodo Cloud Architectures</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/administration/automated/automated">Denodo Installation: Automated Cloud Mode</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/administration/appendix/automated_specialized_knowledge/automated_specialized_knowledge">Suggested Reading Materials to Use the Automated Cloud Mode</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/administration/appendix/aws_architecture_deployment/aws_architecture_deployment">Architecture of a Deployment of Solution Manager in Cloud</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/document/latest/en/Denodo%20Platform%20for%20AWS%209%20BYOL%20Quick%20Start%20Guide">Denodo Platform for AWS 9 BYOL Quick Start Guide</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/document/latest/en/Denodo%20Platform%20for%20GCP%209%20BYOL%20Quick%20Start%20Guide">Denodo Platform for GCP 9 BYOL Quick Start Guide</a> (User Manual) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Data Self-Service for Data Democratization </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Denodo%20and%20BI%20Tools">Denodo and BI Tools</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Self-Service%20and%20Data%20Marketplace%20with%20Denodo">Self-Service and Data Marketplace with Denodo</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/data_catalog/introducing_the_data_catalog/introducing_the_data_catalog">Introducing the Denodo Data Catalog</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Using%20Notebooks%20for%20Data%20Science%20with%20Denodo">Using Notebooks for Data Science with Denodo</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Denodo%20in%20Data%20Science%20and%20Machine%20Learning%20Projects">Denodo in Data Science and Machine Learning Projects</a> (Knowledge Base Article) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Centralized Governance, Risk and Compliance </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="https://www.denodo.com/en/webinar/drive-data-privacy-regulatory-compliance"> Drive Data Privacy Regulatory Compliance</a> (Denodo TechTalk) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Denodo%20Security%20Overview">Denodo Security Overview</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/8.0/en/vdp/administration/global_security_policies/global_security_policies">Global Security Policies</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="https://www.denodo.com/en/webinar/surpassing-element-element-access-control-semantic-based-security-policies">Surpassing Element by Element Access Control: Semantic-Based Security Policies</a> (Denodo TechTalk) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/How%20to%20use%20Denodo%20Tags">How to Use Denodo Tags</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="https://www.denodo.com/en/webinar/maximizing-data-governance-efficiency-denodo-and-collibra-demand">Maximizing Data Governance Efficiency with Denodo and Collibra</a> (Denodo TechTalk) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/document/denodoconnects/latest/en/Denodo%20Governance%20Bridge%20for%20Collibra%20-%20User%20Manual">Denodo Governance Bridge for Collibra</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/vdp/administration/databases_users_and_access_rights_in_virtual_dataport/privilege_auditing/privilege_auditing">Privilege Auditing</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="https://www.denodo.com/en/webinar/enterprise-monitoring-and-auditing-denodo"> Enterprise Monitoring and Auditing in Denodo</a> (Denodo TechTalk) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Operational Efficiency, Agility and Resilience </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" target="_blank" href="https://www.denodo.com/en/solutions/by-capability/denodo-finops-dashboard">Denodo FinOps Dashboard</a> (Datasheet) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" target="_blank" href="https://www.denodo.com/en/webinar/mastering-cloud-data-cost-control-finops-approach">Mastering Cloud Data Cost Control: A FinOps Approach</a> (Webinar) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="https://www.denodo.com/en/webinar/data-services-and-data-mesh-projects-made-easy-using-top-down-modeling">Data Services and Data Mesh projects made easy using Top-Down Modeling</a> (Denodo TechTalk) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/How%20to%20implement%20web%20service%20versioning%20in%20Denodo">How to implement Web Service Versioning in Denodo</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../tutorials/browse/dataservices/index">Data Services</a> (Tutorial) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Logical Data Lake </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/mpp/index">Denodo Embedded MPP Guide</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/view/document/Best%20Practices%20to%20Maximize%20Performance%20I%3A%20Modeling%20Big%20Data%20and%20Analytic%20Use%20Cases?category=Best+Practices">Modeling Big Data and Analytic Use Cases</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Denodo%20Embedded%20MPP%20based%20on%20Presto">Denodo Embedded MPP based on Presto</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Data%20Virtualization%20and%20ETL">Data Virtualization and ETL</a> (Knowledge Base Article) </li> </ul> </div> </div> </div> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="learningPathArchitects" aria-labelledby="ui-id-34" role="tabpanel"> <p>Here you can find the list of Educational resources in case you want to learn about Denodo in a more guided-fashion.</p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Basic Topics </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Introduction%20to%20Logical%20Architectures">Introduction to Logical Architectures</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Denodo%20Essentials">Denodo Essentials</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Team%20Roles:%20Who%20is%20Who%20in%20a%20Denodo%20Project">Team Roles: Who is Who in a Denodo Project</a> (Training Course) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Core Topics for Architects </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Logical%20Data%20Management%20for%20Architects">Logical Data Management for Architects </a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/8.0/Logical%20Data%20Fabric%20and%20Denodo">Logical Data Fabric and Denodo</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/8.0/Self-Service%20and%20Data%20Marketplace%20with%20Denodo">Self-Service and Data Marketplace with Denodo</a> (Training Course) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Additional Topics </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Concepts%20for%20Architecting%20a%20Denodo%20Platform%20Deployment">Concepts for Architecting a Denodo Platform Deployment</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Beyond%20Query%20Optimizer:%20A%20Journey%20into%20Query%20Optimization%20Excellence">Beyond Query Optimizer: A Journey into Query Optimization Excellence</a> (Training Course) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Stay Up to Date </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Denodo%20Platform%20New%20Features">Denodo Platform New Features</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../videos/Updates">Denodo Platform Updates</a> (Video Category) </li> </ul> </div> </div> </div> <br /> <p>Are you looking for something else? <a class="relevant-doc-link toggle-title" href="https://search.denodo.com/community/results?versions=Denodo+9&roles=Architect"> Try browsing our entire Content library for Architect</a></p> </div> </div> </div> </div> </div> </div> </section> <section id="developer"> <div class="content-wrap"> <div class="container clearfix"> <div class="row col-mb-50"> <div class="col-md-8"> <h3>I'm a <span>Data Developer</span></h3> <p>As a Denodo Data Developer, I use the Denodo web applications (Design Studio and Scheduler) to implement data projects using a logical approach to access the data. Some of my responsibilities are: connect to distributed data sources, build out virtual views, optimize queries, test views, document the project, etc. </p> <div class="tabs clearfix ui-tabs ui-corner-all ui-widget ui-widget-content" id="tab-3"> <ul class="tab-nav tab-nav2 clearfix ui-tabs-nav ui-corner-all ui-helper-reset ui-helper-clearfix ui-widget-header" role="tablist"> <li role="tab" tabindex="0" class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" aria-controls="connectCombinePublish" aria-labelledby="ui-id-28" aria-expanded="false"><a href="#connectCombinePublish" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-28">Connect, Combine and Publish</a></li> <li role="tab" tabindex="-1" class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" aria-controls="performanceOptimization" aria-labelledby="ui-id-29" aria-expanded="false"><a href="#performanceOptimization" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-29">Performance Optimization</a></li> <li class="tab-nav tab-nav2 hidden-phone ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" role="tab" tabindex="-1" aria-controls="learningPathDevelopers" aria-labelledby="ui-id-30" aria-expanded="false"><a href="#learningPathDevelopers" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-30">Learning Path for Data Developers</a></li> </ul> <div class="tab-container"> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="connectCombinePublish" aria-labelledby="ui-id-28" role="tabpanel" aria-hidden="true" style="display: none;"> <p>The main responsibility for a Denodo Data Developer is building virtual views. The following resources talk about the best way to develop and organize virtual views in Denodo, and best practices for managing your Denodo projects.</p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> View Development </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../tutorials/browse/basics/index">Denodo Basics</a> (Tutorial) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/vdp/administration/creating_data_sources_and_base_views/creating_data_sources_and_base_views"> Creating Data Sources and Base Views</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../expert-trails/view/document/Expert%20Trail:%20DataSource%20Connectivity"> Expert Trail: DataSource Connectivity</a> (Expert Trail) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../videos/details/Featured/Connectors%20included%20in%20Denodo"> Connectors included in Denodo</a> (Video) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/category/Data%20Sources">Data Sources</a>(Knowledge Base Category) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../tutorials/browse/combination/index">Data Combination</a>(Tutorial) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/vdp/administration/creating_derived_views/creating_derived_views"> Creating Views</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../videos/details/Updates/Denodo%209/Denodo%20Platform%209.1%20Update%20-%20Intelligent%20Data%20Fabric%20with%20Denodo%20Assistant">Denodo Assistant</a> (Video) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Associations%20in%20Denodo"> Associations in Denodo</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../tutorials/browse/dataservices/index">Data Services </a>(Tutorial) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/vdp/administration/publication_of_web_services/publication_of_web_services"> Publication of web services</a> (User Manual) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Development Best Practices </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/view/document/Groups%20of%20Elements%20in%20Denodo?category=Operation"> Groups of Elements in Denodo</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/view/document/Denodo%20Admin%20and%20Development%20Best%20Practices?category=Best+Practices"> Development & Admin Best Practices</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Denodo%20Development%20Best%20Practices">Denodo Development Best Practices</a>(Knowledge Base Category) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/view/document/VDP%20Naming%20Conventions?category=Operation"> VDP Naming Conventions </a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/view/document/Scheduler%20Naming%20Conventions?category=Scheduler"> SCHED Naming Conventions</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../expert-trails/view/document/Expert%20Trail:%20Modeling%20and%20Metadata%20Organization"> Expert Trail: Modeling and Metadata Organization </a> (Expert Trail) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Denodo Project Lifecycle </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../expert-trails/view/document/Expert%20Trail%3A%20Development%20Lifecycle"> Expert Trail: Development Lifecycle </a> (Expert Trail) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Denodo%20Project%20Lifecycle?category=Best%20Practices"> Denodo Project Lifecycle </a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Denodo%20Best%20Practices%20and%20Guidelines?category=Best%20Practices"> Denodo Best Practices and Guidelines </a>(Knowledge Base Category) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="https://www.denodo.com/en/webinar/development-strategy-and-best-practices-denodo"> Development Strategy and Best Practices with Denodo </a> (Denodo TechTalk) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="https://community.denodo.com/kb/en/view/document/Denodo%20Development%20Strategy%20-%20Development%20paradigm"> Denodo Development Strategy - Development paradigm</a> (Knowledge Base Article) </li> </ul> </div> </div> </div> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="performanceOptimization" aria-labelledby="ui-id-29" role="tabpanel" aria-hidden="true" style="display: none;"> <p>Performance matters a lot. Here you can find some essential articles to learn about the best practices to maximize the performance of the Denodo views. </p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Optimizing Queries </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/administration/optimizing_queries/optimizing_queries">Optimizing queries </a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../expert-trails/view/document/Expert%20Trail:%20Query%20Performance%20Optimization">Expert Trail: Query Performance Optimization </a> (Expert Trail) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Beyond%20Query%20Optimizer:%20A%20Journey%20into%20Query%20Optimization%20Excellence">Beyond Query Optimizer: A Journey into Query Optimization Excellence </a> (Training Course) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Best Practices to Maximize Performance </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Best%20Practices%20to%20Maximize%20Performance%20I%3A%20Modeling%20Big%20Data%20and%20Analytic%20Use%20Cases"> Best Practices to Maximize Performance I: Modeling Big Data and Analytic Use Cases </a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/view/document/Best%20Practices%20to%20Maximize%20Performance%20II%3A%20Configuring%20the%20Query%20Optimizer?category=Best+Practices"> Best Practices to Maximize Performance II: Configuring the Query Optimizer </a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/view/document/Best%20Practices%20to%20Maximize%20Performance%20III:%20Caching?category=Best+Practices"> Best Practices to Maximize Performance III: Caching </a>(Knowledge Base Category) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/view/document/Best%20Practices%20to%20Maximize%20Performance%20IV:%20Detecting%20Bottlenecks%20in%20a%20Query?category=Best+Practices"> Best Practices to Maximize Performance IV: Detecting Bottlenecks in a Query </a> (Knowledge Base Article) </li> </ul> </div> </div> </div> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="learningPathDevelopers" aria-labelledby="ui-id-30" role="tabpanel" aria-hidden="true" style="display: none; "> <p> Here you can find the list of Educational resources in case you want to learn about Denodo in a more guided-fashion.</p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Basic Topics </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Introduction%20to%20Logical%20Architectures">Introduction to Logical Architecture</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Denodo%20Essentials">Denodo Essentials</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Team%20Roles:%20Who%20is%20Who%20in%20a%20Denodo%20Project">Team Roles: Who is Who in a Denodo Project</a> (Training Course) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Core Topics for Developers </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Implementing%20My%20First%20Logical%20Data%20Integration">Implementing My First Logical Data Integration (</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Data%20Modeling%20with%20Denodo">Data Modeling with Denodo</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Denodo%20Project%20Management">Denodo Project Management</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Beyond%20Query%20Optimizer:%20A%20Journey%20into%20Query%20Optimization%20Excellence">Beyond Query Optimizer: A Journey into Query Optimization Excellence</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Denodo%20Embedded%20MPP%20based%20on%20Presto">Denodo Embedded MPP based on Presto</a> (Training Course) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Additional Topics </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Advanced%20Features%20of%20Denodo%20Views">Advanced Features of Denodo Views</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Mechanisms%20for%20Persisting%20Data%20with%20Denodo">Mechanisms for Persisting Data with Denodo</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Building%20API%20Services%20with%20Denodo">Building API services with Denodo</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Connecting%20to%20Denodo%20from%20my%20Application">Connecting to Denodo from my Application</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Task%20Scheduling%20with%20Denodo">Denodo Task Scheduling</a> (Training Course) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Stay Up to Date </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Denodo%20Platform%20New%20Features">Denodo Platform New Features</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../videos/Updates"> Denodo Platform Updates</a> (Video Category) </li> </ul> </div> </div> </div> <br /> <p>Are you looking for something else? <a class="relevant-doc-link toggle-title" href="https://search.denodo.com/community/results?versions=Denodo+9&roles=Developer"> Try browsing our entire Content library for Developer</a></p> </div> </div> </div> <div class="col-md-4 position-relative hidden-xs"> <img src="img/rebranding/Get-Started-Developer.png" alt="Macbook Video Underlay" class="w-100" style="position: absolute; top: 0; left: 0;" /> </div> </div> </div> </div> </section> <section style="background-color: #E7E9F8" id="administrator"> <div class="content-wrap"> <div class="container clearfix"> <div class="row col-mb-50"> <div class="col-md-4 position-relative overflow-hidden hidden-xs"> <img src="img/rebranding/Get-Started-Administrator.png" alt="Macbook Video Underlay" class="w-100" style="position: absolute; top: 0; left: 0;"> </img> </div> <div class="col-md-8"> <h3>I'm an <span>Administrator</span></h3> <p>As Denodo Administrator, I implement the deployment architecture, make decisions on the operational practices, and do the work of the global administrator of Denodo Platform. I'd be interested in:</p>  <div class="tabs clearfix ui-tabs ui-corner-all ui-widget ui-widget-content" id="tab-3"> <ul class="tab-nav tab-nav2 clearfix ui-tabs-nav ui-corner-all ui-helper-reset ui-helper-clearfix ui-widget-header" role="tablist"> <li role="tab" tabindex="0" class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" aria-controls="infrastructureImplementation" aria-labelledby="ui-id-21"><a href="#infrastructureImplementation" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-21">Infrastructure Implementation</a></li> <li role="tab" tabindex="-1" class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" aria-controls="securityArchitecture" aria-labelledby="ui-id-22"><a href="#securityArchitecture" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-22">Security Architecture</a></li> <li role="tab" tabindex="-1" class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" aria-controls="operationalBestPractices" aria-labelledby="ui-id-23"><a href="#operationalBestPractices" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-23">Operational Best Practices</a></li> <li class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" role="tab" tabindex="-1" aria-controls="learningPathAdministrators" aria-labelledby="ui-id-24"><a href="#learningPathAdministrators" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-24">Learning Path for Administrators</a></li> </ul> <div class="tab-container"> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="infrastructureImplementation" aria-labelledby="ui-id-21" role="tabpanel" aria-hidden="true" style="display: none; "> <p> Here you can find resources to check the Denodo hardware and software requirements, how to install Denodo, set up a cluster of Denodo servers in high availability, and define failover and backup policies.</p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Specify Denodo Hardware and Software Requirements </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/administration/introduction">Denodo Platform General Architecture</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/installation/preinstallation_tasks/hardware_requirements/hardware_requirements"> Solution Manager Hardware Requirements</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/installation/preinstallation_tasks/software_requirements/software_requirements"> Solution Manager Software Requirements</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/platform/installation/preinstallation_tasks/hardware_requirements/hardware_requirements"> Denodo Platform Hardware Requirements</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/platform/installation/preinstallation_tasks/software_requirements/software_requirements"> Denodo Platform Software Requirements</a> (User Manual) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Agora </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/agora/index">Agora, the Denodo Cloud Service</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/document/latest/en/Agora%20Quick%20Start%20Guide">Agora Quick Start Guide</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../tutorials/browse/agoradataintegration/index">Agora Data Integration</a> (Tutorial) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Install Denodo Platform </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/installation/preinstallation_tasks/preinstallation_tasks">Solution Manager Installation Guide</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Solution%20Manager%20Installation%20Checklist"> Solution Manager Installation Checklist</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/platform/installation/introduction/introduction"> Denodo Platform Installation Guide</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Denodo%20Platform%20Installation%20Checklist"> Denodo Platform Installation Checklist</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Silent%20Installation"> Silent/Unattended Installation</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../expert-trails/view/document/Expert%20Trail:%20Operations"> Expert Trail: Operations - Stages 1 and 2: Installing</a> (Expert Trail) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/mpp/kubernetes_deployment/kubernetes_deployment"> Denodo Embedded MPP Kubernetes Deployment</a> (User Manual) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Update Denodo Platform with the Latest Enhancements and Bugfixes </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/How%20to%20identify%20the%20Denodo%20Platform%20version%20and%20update%20installed">How to identify the Denodo Platform version and update installed</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/platform/installation/installing_updates_and_hotfixes/installing_updates_and_hotfixes">Installing Updates and Hotfixes</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Are%20Denodo%20Updates%20Cumulative%20or%20Incremental%3F"> Are Denodo Updates Cumulative or Incremental</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Is%20it%20possible%20to%20uninstall%20a%20Denodo%20update%3F"> Is it possible to uninstall a Denodo update?</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../expert-trails/view/document/Expert%20Trail:%20Operations"> Expert Trail: Operations - Stage 3: Installing the Latest Update</a> (Expert Trail) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Run Denodo Platform on Containers </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/document/latest/en/Denodo%20Platform%20Container%209%20QuickStart%20Guide">Denodo Platform Container QuickStart Guide</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/How%20to%20create%20your%20own%20Docker%20images%20for%20Denodo%20Platform%20Containers">How to create your own Docker images for Denodo Platform Containers</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Deploying%20Denodo%20in%20Kubernetes">Deploying Denodo in Kubernetes</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Deploying%20the%20Denodo%20Solution%20Manager%20in%20Kubernetes">Deploying the Denodo Solution Manager in Kubernetes</a> (Knowledge Base Article) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Define Environments and Clusters of Denodo Platform servers </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/administration/introduction"> Denodo Platform General Architecture</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/administration/cluster_architectures_server_backup/cluster_architectures_server_backup"> Cluster Architectures / High Availability</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Denodo%20Platform%20Cluster%20Architecture">Denodo Platform Cluster Architecture</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../tutorials/browse/solutionmanager/index">Managing Denodo Licenses</a> (Tutorial) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/administration/standard/standard"> Solution Manager Standard Mode (on premises cluster)</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/administration/automated/automated">Solution Manager Automated Cloud Mode (cloud cluster)</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/administration/appendix/automated_specialized_knowledge/automated_specialized_knowledge">Suggested Reading Materials to Use the Automated Cloud Mode</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/How%20to%20configure%20a%20VDP%20Backup%20server%20in%20the%20Solution%20Manager">How to configure a VDP Backup server in the Solution Manager</a> (Knowledge Base Article) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Create Failover and Backup Policies </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Automating%20status%20check%20of%20Denodo%20services">Automating status check of Denodo services</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/vdp/administration/cluster_architectures_server_backup/using_the_import_export_scripts_for_backup_and_or_replication/using_the_import_export_scripts_for_backup_and_or_replication"> Using the Import/Export Scripts for Backup And/or Replication</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/administration/appendix/automated_backup_steps/automated_backup_steps"> Automated Cloud Mode - Creating a Backup</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../expert-trails/view/document/Expert%20Trail%3A%20Operations#Stage_6:_Backup_and_Recovery_Policies"> Expert Trail: Operations - Stage 6: Backup and Recovery Policies</a> (Expert Trail) </li> </ul> </div> </div> </div> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="securityArchitecture" aria-labelledby="ui-id-22" role="tabpanel"> <p>Here you can find resources to secure the Denodo Platform installation.</p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Data in Motion / Data at Rest </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Denodo%20Security%20Overview">Denodo Security Overview</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/platform/installation/postinstallation_tasks/enable_ssl_connections_in_the_denodo_platform_servers/enable_ssl_connections_in_the_denodo_platform_servers"> Enable SSL/TLS in the Denodo Platform</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/SSL%20connection%20from%20VDP%20to%20data%20sources"> SSL connection from Denodo to data sources</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/platform/installation/postinstallation_tasks/replicate_the_encryption_key_across_all_the_installations/replicate_the_encryption_key_across_all_the_installations"> Replicate the Encryption Key Across All the Installations</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/administration/server_configuration/credentials_vault/credentials_vault">Using a Credentials Vault</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../expert-trails/view/document/Expert%20Trail:%20Security"> Expert Trail: Security - Stage 1 and 2: Securing Data</a> (Expert Trail) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Authentication Best Practices </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/How%20to%20configure%20a%20VDP%20database%20with%20LDAP%20authentication"> How to configure a VDP database with LDAP authentication</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../videos/details/Operation%20and%20Source%20Connectivity/Denodo%208.0/LDAP%20Authentication%20at%20server%20level"> LDAP Authentication at Server Level</a> (Video Category) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/LDAP%20authentication%20best%20practices"> LDAP Authentication Best Practices </a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/vdp/administration/server_configuration/server_authentication/saml_authentication/saml_authentication"> SAML Authentication</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Kerberos%20configuration%20and%20troubleshooting"> Kerberos configuration and troubleshooting</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/solution_manager/administration/authentication_and_authorization/authenticating_with_sso/authenticating_with_sso">Authenticating with Single Sign-On</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Kerberizing%20Denodo%20for%20SSO%20-%20Step%20by%20step%20guide%20-%20Clients%20Configuration%20%28IV%29"> Kerberizing Denodo for SSO - Step by step guide</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../expert-trails/view/document/Expert%20Trail%3A%20Security#Stage_3:_Integration_with_a_Centralized_Authentication_Server"> Expert Trail: Security - Stage 3: Integration with a Centralized </a> (Expert Trail) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Authorization Policies </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/vdp/administration/databases_users_and_access_rights_in_virtual_dataport/databases_users_and_access_rights_in_virtual_dataport"> Databases, Users and Access Rights in Virtual DataPort</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/administration/authentication_and_authorization/authorization/authorization"> Solution Manager Authorization</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/vdp/administration/global_security_policies/global_security_policies"> Global Security Policies</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../tutorials/browse/datagovernance/index"> Data Governance</a> (Tutorial) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Best%20practices%20in%20designing%20fine-grained%20privileges%20in%20multi-layered%20virtual%20models"> Best practices in designing fine-grained privileges in multi-layered virtual models</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../expert-trails/view/document/Expert%20Trail:%20Security#Stage_4:_Configuring_Permissions_in_Denodo"> Expert Trail: Security - Stage 4: Configuring Permissions in Denodo </a> (Expert Trail) </li> </ul> </div> </div> </div> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="operationalBestPractices" aria-labelledby="ui-id-23" role="tabpanel"> <p> Here you can find resources to configure Denodo Platform and define standard procedures as administrator.</p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Denodo Servers Configuration </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/vdp/administration/server_configuration/server_configuration"> Denodo Platform Configuration</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/administration/configuration/configuration"> Solution Manager Configuration</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../tutorials/browse/catalogadmin/index"> Data Catalog Administration </a> (Tutorial) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/mpp/configuration/configuration"> Embedded MPP Configuration </a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Denodo%20Admin%20and%20Development%20Best%20Practices?category=Best%20Practices"> Denodo Admin and Development Best Practices</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/vdp/administration/server_configuration/configuring_the_cache/configuring_the_cache"> Configuring the Cache</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Cache%20database%20size%20estimate"> Cache database size estimate</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../expert-trails/view/document/Expert%20Trail%3A%20Cache"> Expert Trail: Cache</a> (Expert Trail) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/vdp/administration/memory_management/memory_management"> Memory Management</a> (User Manual) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Define Version Control Best Practices </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/administration/configuration/vcs_configuration/vcs_configuration"> VCS Configuration</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/vdp/administration/version_control_systems_integration/scenarios_and_recommended_uses/scenarios_and_recommended_uses">Scenarios and Recommended Workflows when Working with VCS</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/vdp/administration/version_control_systems_integration/best_practices_when_using_the_integration_with_a_vcs/best_practices_when_using_the_integration_with_a_vcs"> Best Practices When Using the Integration with a VCS </a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/VCS%20Branching%20Best%20Practices"> VCS Branching Best Practices</a> (Knowledge Base Article) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Define a Promotion Between Environments Strategy </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/administration/promotions/promotions"> Promotion using Denodo Solution Manager</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Solution%20Manager%20Promotion%20Best%20Practices"> Solution Manager Promotion Best Practices</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="https://www.denodo.com/en/webinar/denodo-solution-manager-best-practices-promotion"> Denodo Solution Manager: Best Practices for Promotion </a> (Denodo TechTalk) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../tutorials/browse/promotion/index"> Promoting Metadata </a> (Tutorial) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../expert-trails/view/document/Expert%20Trail:%20Operations"> Expert Trail: Operations - Stage 4</a> (Expert Trail) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Resource management </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/8.0/en/vdp/administration/resource_manager/resource_manager"> Resource Manager</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../tutorials/browse/resourcemanager/index"> Workload Management</a> (Tutorial) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../expert-trails/view/document/Expert%20Trail:%20Operations#Stage_8:_Resource_Management"> Expert Trail: Operations - Stage 8: Resource Management </a> (Expert Trail) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Integrating%20Denodo%20with%20Grafana">Memory Management</a> (User Manual) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Monitoring & Diagnostics </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/vdp/dmt/index"> Diagnostic and Monitoring Tool Guide</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/solution_manager/administration/monitoring/monitoring"> Denodo Monitor global configuration from Solution Manager</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Configuring%20alerts%20in%20Denodo"> Configuring alerts in Denodo </a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../expert-trails/view/document/Expert%20Trail:%20Monitoring"> Expert Trail: Monitoring </a> (Expert Trail) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/mpp/troubleshooting/troubleshooting"> Denodo Embedded MPP Troubleshooting Guide </a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Integrating%20Denodo%20with%20Grafana">Integrating Denodo with Grafana</a> (Knowledge Base Article) </li> </ul> </div> </div> </div> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="learningPathAdministrators" aria-labelledby="ui-id-24" role="tabpanel"> <p> Here you can find the list of Educational resources in case you want to learn about Denodo in a more guided-fashion.</p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Basic Topics </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Introduction%20to%20Logical%20Architectures">Introduction to Data Virtualization</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Denodo%20Essentials">Denodo Essentials</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Team%20Roles:%20Who%20is%20Who%20in%20a%20Denodo%20Project">Team Roles: Who is Who in a Denodo Project</a> (Training Course) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Core Topics for Administrators </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Concepts%20for%20Architecting%20a%20Denodo%20Platform%20Deployment">Concepts for Architecting a Denodo Platform Deployment</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Denodo%20Platform%20Installation">Denodo Platform Installation</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Denodo%20Configuration%20and%20Maintenance">Denodo Configuration and Maintenance</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Denodo%20Security%20Deep-Dive">Denodo Security Deep-Dive</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Denodo%20Embedded%20MPP%20based%20on%20Presto">Denodo Embedded MPP based on Presto</a> (Training Course) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Additional Topics </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Denodo%20Monitoring%20and%20Auditing">Denodo Monitoring and Auditing</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Mechanisms%20for%20Persisting%20Data%20with%20Denodo">Mechanisms for Persisting Data with Denodo</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Task%20Scheduling%20with%20Denodo">Denodo Task Scheduling</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Promoting%20Metadata%20in%20Denodo%20Projects">Promoting Metadata in Denodo Projects</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Upgrading%20to%20Denodo%20Platform%209%20for%20Administrators">Upgrading to Denodo Platform 9 for Administrators</a> (Training Course) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Stay Up to Date </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Denodo%20Platform%20New%20Features">Denodo Platform New Features</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../videos/Updates">Denodo Platform Updates</a> (Video Category) </li> </ul> </div> </div> </div> <br /> <p>Are you looking for something else? <a class="relevant-doc-link toggle-title" href="https://search.denodo.com/community/results?versions=Denodo+9&roles=Administrator"> Try browsing our entire Content library for Administrator</a></p> </div> </div> </div> </div> </div> </div> </section> <section id="endUser"> <div class="content-wrap"> <div class="container clearfix"> <div class="row col-mb-50"> <div class="col-md-8"> <h3>I'm an <span>End User</span></h3> <p>As an End User, I consume data or search for data using the Denodo Data Catalog or an application connected via web services to Denodo such as a reporting tool. Typically do not have to develop anything so I’d be interested in:</p> <div class="tabs clearfix ui-tabs ui-corner-all ui-widget ui-widget-content" id="tab-3"> <ul class="tab-nav tab-nav2 clearfix ui-tabs-nav ui-corner-all ui-helper-reset ui-helper-clearfix ui-widget-header" role="tablist"> <li role="tab" tabindex="0" class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" aria-controls="dataCatalog" aria-labelledby="ui-id-38" aria-expanded="true"><a href="#dataCatalog" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-38">Denodo Data Catalog</a></li> <li role="tab" tabindex="-1" class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" aria-controls="connectFromCustomers" aria-labelledby="ui-id-39" aria-expanded="false"><a href="#connectFromCustomers" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-39">Connect to Denodo from other Applications</a></li> <li class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" role="tab" tabindex="-1" aria-controls="learningPathEndUsers" aria-labelledby="ui-id-40" aria-expanded="false"><a href="#learningPathEndUsers" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-40">Learning Path for End Users</a></li> </ul> <div class="tab-container"> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="dataCatalog" aria-labelledby="ui-id-38" role="tabpanel"> <p> Denodo servers expose the information of your data infrastructure as views and web services. These are the data assets you should analyze to obtain valuable information and make better decisions. Here you can find the resources to learn how Data Catalog can help you discover your valuable data resources.</p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Use Denodo Data Catalog </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/data_catalog/introducing_the_data_catalog/introducing_the_data_catalog"> Introducing the Data Catalog</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../tutorials/browse/datadiscovery/index"> Data Discovery</a> (Tutorial) </li> </ul> </div> </div> </div> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="connectFromCustomers" aria-labelledby="ui-id-39" role="tabpanel"> <p>Here you can find the resources to learn how you can connect from any application to Denodo in order to query the virtual views created over your data sources. </p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Denodo Generic Connectors </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/developer/access_through_flight_sql/access_through_flight_sql">Access through Arrow Flight-SQL</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/developer/access_through_jdbc/access_through_jdbc"> Access through JDBC</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/developer/access_through_odbc/access_through_odbc"> Access through ODBC</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/developer/access_through_an_ado.net_data_provider/access_through_an_ado.net_data_provider"> Access Through an ADO.NET Data Provider</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/administration/restful_architecture/restful_web_service/restful_web_service"> Denodo RESTful Web Service</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/administration/restful_architecture/graphql_service/graphql_service_basic_querying"> GraphQL Basic Querying</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/administration/restful_architecture/odata4_service/odata4_service_querying_data_basics"> OData 4.0 - Querying Data: The Basics</a> (User Manual) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Connect to Denodo from Third-party applications </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/category/Consumers"> Consumers</a> (Knowledge Base Category) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Denodo%20and%20BI%20Tools"> Denodo and BI Tools</a> (Knowledge Base Category) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Execute queries in Denodo </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/vql/language_for_defining_and_processing_data_vql/language_for_defining_and_processing_data_vql">Language for Defining and Processing Data: VQL</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/vql/queries_select_statement/from_clause/from_clause"> VQL Queries: SELECT Statement</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../videos/details/Featured/Assisted%20Queries%20by%20AI%20in%20the%20Data%20Catalog"> Assisted Queries by AI in the Data Catalog</a> (Video) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Best%20Practices%20for%20Migrating%20SQL%20queries%20to%20Denodo%20VQL">Best Practices for Migrating SQL queries to Denodo VQL</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/administration/restful_architecture/restful_web_service/idu_requests"> RESTful Web Service: IDU Requests</a> (User Manual) </li> </ul> </div> </div> </div> <div class="hidden-phone tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="learningPathEndUsers" aria-labelledby="ui-id-40" role="tabpanel"> <p>Here you can find the list of Educational resources in case you want to learn about Denodo in a more guided-fashion.</p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Basic Topics </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Introduction%20to%20Logical%20Architectures">Introduction to Logical Architectures </a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Denodo%20Essentials">Denodo Essentials</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Team%20Roles:%20Who%20is%20Who%20in%20a%20Denodo%20Project">Team Roles: Who is Who in a Denodo Project</a> (Training Course) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Core Topics for End Users </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="/training/course/Data%20Discovery%20with%20Denodo%20Data%20Catalog">Data Discovery with Denodo Data Catalog</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="/training/course/Connecting%20to%20Denodo%20from%20my%20Application">Connecting to Denodo from my Application</a> (Training Course) </li> </ul> </div> </div>                     <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Stay Up to Date </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../training/course/Denodo%20Platform%20New%20Features">Denodo Platform New Features</a> (Training Course) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../videos/Updates">Denodo Platform Updates</a> (Video Category) </li> </ul> </div> </div> </div> <br /> <p>Are you looking for something else? <a class="relevant-doc-link toggle-title" href="https://search.denodo.com/community/results?versions=Denodo+9&roles=End%20User"> Try browsing our entire Content library for End User</a></p> </div> </div> </div> <div class="col-md-4 position-relative hidden-xs"> <img src="img/rebranding/Get-Started-BusinessUsers.png" alt="Macbook Video Underlay" class="w-100" style="position: absolute; top: 0; left: 0;" /> </div> </div> </div> </div> </section> <section id="dataAnalyst" style="background-color: #E7E9F8"> <div class="content-wrap"> <div class="container clearfix"> <div class="row col-mb-50"> <div class="col-md-4 position-relative overflow-hidden hidden-xs"> <img src="img/rebranding/Get-Started-Data-Analist.png" alt="Macbook Video Underlay" class="w-100" style="position: absolute; top: 0; left: 0;"> </img> </div> <div class="col-md-8"> <h3>I'm a <span>Data Analyst</span></h3> <p>As a Data Analyst, I get data from Denodo to build analytic scripts or reports for other End Users. I can use notebooks and/or other analytical and reporting tools on top of Denodo. I’d be interested in:</p> <div class="tabs clearfix ui-tabs ui-corner-all ui-widget ui-widget-content" id="tab-3"> <ul class="tab-nav tab-nav2 clearfix ui-tabs-nav ui-corner-all ui-helper-reset ui-helper-clearfix ui-widget-header" role="tablist"> <li role="tab" tabindex="0" class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" aria-controls="dataPreparation" aria-labelledby="ui-id-38" aria-expanded="true"><a href="#dataPreparation" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-38">Data Preparation</a></li> <li role="tab" tabindex="-1" class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" aria-controls="connectToDenodoFromNotebook" aria-labelledby="ui-id-39" aria-expanded="false"><a href="#connectToDenodoFromNotebook" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-39">Connect to Denodo from a Notebook</a></li> <li role="tab" tabindex="-1" class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" aria-controls="connectFromCustomers" aria-labelledby="ui-id-39" aria-expanded="false"><a href="#connectFromCustomers" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-40">Connect to Denodo from other Applications</a></li> <li role="tab" tabindex="-1" class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" aria-controls="machineLearning" aria-labelledby="ui-id-40" aria-expanded="false"><a href="#machineLearning" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-41">Machine Learning</a></li> <li class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" role="tab" tabindex="-1" aria-controls="learningPathAnalysts" aria-labelledby="ui-id-41" aria-expanded="false"><a href="#learningPathAnalysts" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-42">Learning Path for Data Analysts</a></li> </ul> <div class="tab-container"> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="dataPreparation" aria-labelledby="ui-id-38" role="tabpanel"> <p>Data preparation is crucial to optimize the process of data analysis. Denodo Data Catalog has a WYSIWYG data preparation editor to make this process easier.</p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Data Preparation in Denodo Data Catalog </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../videos/details/Featured/Data%20Preparation%20in%20the%20Data%20Catalog"> Data Preparation in Denodo Data Catalog </a> (Video) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/vdp/data_catalog/views/data_preparation">Data Preparation</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/vdp/data_catalog/views/query#add-a-derived-field-using-recommendations">Add a Derived Field using AI Recommendations</a> (User Manual) </li> </ul> </div> </div> </div> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="connectToDenodoFromNotebook" aria-labelledby="ui-id-39" role="tabpanel"> <p> Data science gets done in notebooks. Here you can find the resources to learn how to use the Apache Zeppelin notebook customized for Denodo or connect other popular notebooks to Denodo.</p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Use Python and the Denodo Dialect for SQLAlchemy </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/document/denodoconnects/latest/en/Denodo%20Dialect%20for%20SQLAlchemy%20-%20User%20Manual">Denodo Dialect for SQLAlchemy</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/How%20to%20connect%20to%20Denodo%20from%20Python%20-%20a%20starter%20for%20Data%20Scientists">How to connect to Denodo from Python - a starter for Data Scientists </a> (Knowledge Base Article) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Use a Notebook </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Using%20Notebooks%20for%20Data%20Science%20with%20Denodo"> Using Notebooks for Data Science with Denodo </a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/How%20to%20connect%20to%20Denodo%20from%20Amazon%20SageMaker"> How to connect to Denodo from Amazon SageMaker </a> (Knowledge Base Article) </li> </ul> </div> </div> </div> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="connectFromCustomers" aria-labelledby="ui-id-40" role="tabpanel"> <p> Here you can find the resources to learn how you can connect from other applications to Denodo in order to query the virtual views created over your data sources. </p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red"> Denodo Generic Connectors </div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/developer/access_through_flight_sql/access_through_flight_sql">Access through Arrow Flight-SQL</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/developer/access_through_jdbc/access_through_jdbc"> Access through JDBC</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/developer/access_through_odbc/access_through_odbc"> Access through ODBC</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/developer/access_through_an_ado.net_data_provider/access_through_an_ado.net_data_provider"> Access Through an ADO.NET Data Provider</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/administration/restful_architecture/restful_web_service/restful_web_service"> Denodo RESTful Web Service</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/administration/restful_architecture/graphql_service/graphql_service_basic_querying"> GraphQL Basic Querying</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/administration/restful_architecture/odata4_service/odata4_service_querying_data_basics"> OData 4.0 - 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I use programming skills, together with a deep understanding of algorithms and data structures, to create software that can learn from data and make decisions or predictions based on that data. I’d be interested in</p> <div class="tabs clearfix ui-tabs ui-corner-all ui-widget ui-widget-content" id="tab-3"> <ul class="tab-nav tab-nav2 clearfix ui-tabs-nav ui-corner-all ui-helper-reset ui-helper-clearfix ui-widget-header" role="tablist"> <li role="tab" tabindex="0" class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" aria-controls="connectFromPhyton" aria-labelledby="ui-id-38" aria-expanded="true"><a href="#connectFromPhyton" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-38">Connect to Denodo from Python</a></li> <li role="tab" tabindex="-1" class="ui-tabs-tab ui-corner-top ui-state-default ui-tab mt-1" aria-controls="rag" aria-labelledby="ui-id-39" aria-expanded="false"><a href="#rag" role="presentation" tabindex="-1" class="ui-tabs-anchor" id="ui-id-39">Implementing RAG</a></li> </ul> <div class="tab-container"> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="connectFromPhyton" aria-labelledby="ui-id-38" role="tabpanel"> <p>Python is a versatile programming language widely used for data analysis due to its simplicity and powerful libraries. It is a good option to use it for building RAG applications and agents.</p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red">Use Python and the Denodo Dialect for SQLAlchemy</div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/document/denodoconnects/latest/en/Denodo%20Dialect%20for%20SQLAlchemy%20-%20User%20Manual">Denodo Dialect for SQLAlchemy</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/How%20to%20connect%20to%20Denodo%20from%20Python%20-%20a%20starter%20for%20Data%20Scientists">How to connect to Denodo from Python - a starter for Data Scientists</a> (Knowledge Base Article) </li> </ul> </div> </div> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red">Denodo Northbound Endpoints</div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/developer/access_through_flight_sql/access_through_flight_sql">Access through Arrow Flight-SQL</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/developer/access_through_jdbc/access_through_jdbc">Access through JDBC</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/developer/access_through_odbc/access_through_odbc">Access through ODBC</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/developer/access_through_an_ado.net_data_provider/access_through_an_ado.net_data_provider">Access Through an ADO.NET Data Provider</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/administration/restful_architecture/restful_web_service/restful_web_service">Denodo RESTful Web Service</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/administration/restful_architecture/graphql_service/graphql_service_basic_querying">GraphQL Basic Querying</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/administration/restful_architecture/odata4_service/odata4_service_querying_data_basics">OData 4.0 - Querying Data: The Basics</a> (User Manual) </li> </ul> </div> </div> </div> <div class="tab-content clearfix ui-tabs-panel ui-corner-bottom ui-widget-content" id="rag" aria-labelledby="ui-id-39" role="tabpanel"> <p>Large Language Models (LLMs) and Generative AI possess significant transformative potential for various industries but face challenges due to their lack of intrinsic business-specific knowledge. The Retrieval Augment Generation (RAG) architecture offers a solution by equipping these AI models with contextual knowledge, thereby enhancing their effectiveness within enterprise settings.</p> <div class="toggle mt-2"> <div class="toggle-header"> <div class="toggle-icon"> <i class="toggle-closed icon-ok-circle"></i> <i class="toggle-open icon-remove-circle"></i> </div> <div class="toggle-title red">Denodo AI SDK</div> </div> <div class="toggle-content" style="display: none;"> <ul class="iconlist iconlist-large iconlist-color ml-5"> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="https://www.denodo.com/en/document/datasheet/unlock-genai-potential-denodo-express-and-ai-sdk">Start Your AI Journey with Denodo Express and the AI SDK</a> (Datasheet) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/document/denodoconnects/latest/en/Denodo%20AI%20SDK%20-%20User%20Manual">Denodo AI SDK Guide</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../tutorials/browse/chatbot/index">Building an AI Chatbot with Denodo</a> (Tutorial) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Integrating%20the%20Denodo%20AI%20SDK%20in%20a%20Slack%20bot">Integrating the Denodo AI SDK in a Slack bot</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../kb/en/view/document/Adding%20session%20memory%20to%20your%20Denodo%20AI%20SDK%20chatbot">Adding session memory to your Denodo AI SDK chatbot</a> (Knowledge Base Article) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" href="../docs/html/browse/latest/en/vdp/vql/functions/llm_functions/llm_functions">Large Language Model (LLM) Functions in Denodo</a> (User Manual) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" target="_blank" href="https://www.denodo.com/en/webinar/use-denodo-and-data-fabric-enable-rag-implementation">Using the Denodo Platform to Simplify and Accelerate RAG Implementations</a> (Denodo TechTalk) </li> <li><i class="icon-ok-sign"></i> <a class="relevant-doc-link toggle-title" target="_blank" href="https://github.com/denodo/denodo-ai-sdk">Denodo AI SDK</a> (Github Repository) </li> </ul> </div> </div> </div> </div> </div> </div> <div class="col-md-4 position-relative hidden-xs"> <img src="img/rebranding/Get-Started-Developer.png" alt="Macbook Video Underlay" class="w-100" style="position: absolute; 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