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Covers designing, creating, populating, managing, and retrieving data from databases. SQL will be used with a focus on querying for business applications and intelligence, data retrieval for summary reports, and data visualization. Offers a brief introduction to non-relational databases for business applications.<br/> </p> <button class="notinpdf cb-extras-toggle" aria-expanded="false" onclick="toggleCourseBlockInfo(this); return false;"><svg aria-hidden="true"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#uw-symbol-caret-down"></use></svg>View details</button><div class="cb-extras" aria-hidden="true"><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Requisites: </strong></span></strong></span><span class="cbextra-data">None</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Repeatable for Credit: </strong></span></strong></span><span class="cbextra-data">No</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Last Taught: </strong></span></strong></span><span class="cbextra-data">Fall 2024</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong></strong></span><span class="cbextra-data"><div class="bubblehide"><p class="courseblockextra noindent clearfix"><span class="cbextra-label"><strong>Learning Outcomes: </strong></span><span class="cbextra-data">1. Implement data modeling and relationships in relational database management systems.<br/>Audience: Undergraduate<br/><br/>2. Use Create, Read, Update and Delete (CRUD) operations in SQL-like databases.<br/>Audience: Undergraduate<br/><br/>3. Query, create reports and use data visualization for business intelligence.<br/>Audience: Undergraduate<br/><br/>4. Identify how professionals use and interact with databases in the workplace.<br/>Audience: Undergraduate</span></p></div></span></p></div></div><style>.lfjsbubblemain .bubblehide {display: none !important;}.searchresult .bubblehide {display: none !important;}</style><div class="courseblock "> <p class="courseblocktitle noindent"><strong><span class="courseblockcode">INFO SYS 352</span> — DIGITAL STRATEGY</strong></p> <p class="courseblockcredits">3 credits.</p> <p class="courseblockdesc noindent"> Focus on the economic and technical concepts behind emerging information systems. Industry cases covering platforms, online markets, artificial intelligence, and business analytics. Caters to interests in technology consulting.<br/> </p> <button class="notinpdf cb-extras-toggle" aria-expanded="false" onclick="toggleCourseBlockInfo(this); return false;"><svg aria-hidden="true"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#uw-symbol-caret-down"></use></svg>View details</button><div class="cb-extras" aria-hidden="true"><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Requisites: </strong></span></strong></span><span class="cbextra-data">None</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Repeatable for Credit: </strong></span></strong></span><span class="cbextra-data">No</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Last Taught: </strong></span></strong></span><span class="cbextra-data">Fall 2024</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong></strong></span><span class="cbextra-data"><div class="bubblehide"><p class="courseblockextra noindent clearfix"><span class="cbextra-label"><strong>Learning Outcomes: </strong></span><span class="cbextra-data">1. Recognize emerging technologies in information systems and their underlying economic concepts.<br/>Audience: Undergraduate<br/><br/>2. Analyze industry examples of corporate strategies to best adopt, implement, maintain and grow investments in digitization.<br/>Audience: Undergraduate<br/><br/>3. Communicate the technical, social, and economic implications of digital technology investment effectively.<br/>Audience: Undergraduate<br/><br/>4. Identify and evaluate reliable information and data sources for advances in digital technologies.<br/>Audience: Undergraduate</span></p></div></span></p></div></div><style>.lfjsbubblemain .bubblehide {display: none !important;}.searchresult .bubblehide {display: none !important;}</style><div class="courseblock "> <p class="courseblocktitle noindent"><strong><span class="courseblockcode">INFO SYS 365</span> — CONTEMPORARY TOPICS</strong></p> <p class="courseblockcredits">1-3 credits.</p> <p class="courseblockdesc noindent"> Exploration of subject areas possibly to be introduced into the business curriculum.<br/> </p> <button class="notinpdf cb-extras-toggle" aria-expanded="false" onclick="toggleCourseBlockInfo(this); return false;"><svg aria-hidden="true"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#uw-symbol-caret-down"></use></svg>View details</button><div class="cb-extras" aria-hidden="true"><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Requisites: </strong></span></strong></span><span class="cbextra-data">Sophomore standing or declared in undergraduate Business Exchange program</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Repeatable for Credit: </strong></span></strong></span><span class="cbextra-data">Yes, unlimited number of completions</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Last Taught: </strong></span></strong></span><span class="cbextra-data">Fall 2023</span></p></div></div><style>.lfjsbubblemain .bubblehide {display: none !important;}.searchresult .bubblehide {display: none !important;}</style><div class="courseblock "> <p class="courseblocktitle noindent"><strong><span class="courseblockcode">INFO SYS 371</span> — TECHNOLOGY OF COMPUTER-BASED BUSINESS SYSTEMS</strong></p> <p class="courseblockcredits">3 credits.</p> <p class="courseblockdesc noindent"> Focus is on developing applications and business information systems on the web using a variety of programming languages and tools. Emphasis on deployment as well as design concepts.<br/> </p> <button class="notinpdf cb-extras-toggle" aria-expanded="false" onclick="toggleCourseBlockInfo(this); return false;"><svg aria-hidden="true"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#uw-symbol-caret-down"></use></svg>View details</button><div class="cb-extras" aria-hidden="true"><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Requisites: </strong></span></strong></span><span class="cbextra-data">COMP SCI 301 or <a href="/search/?P=COMP%20SCI%20220" title="COMP SCI 220" class="bubblelink code" onclick="return showCourse(this, 'COMP SCI 220');">220</a></span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Repeatable for Credit: </strong></span></strong></span><span class="cbextra-data">No</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Last Taught: </strong></span></strong></span><span class="cbextra-data">Fall 2024</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong></strong></span><span class="cbextra-data"><div class="bubblehide"><p class="courseblockextra noindent clearfix"><span class="cbextra-label"><strong>Learning Outcomes: </strong></span><span class="cbextra-data">1. Demonstrate principles of professional quality web page development and deployment.<br/>Audience: Undergraduate<br/><br/>2. Apply mechanisms of web page development including front end presentation, access control for an application back-end, and the management of information exchange.<br/>Audience: Undergraduate<br/><br/>3. Articulate how to use computer technologies to link business data and decision needs to web-based system design.<br/>Audience: Undergraduate</span></p></div></span></p></div></div><style>.lfjsbubblemain .bubblehide {display: none !important;}.searchresult .bubblehide {display: none !important;}</style><div class="courseblock "> <p class="courseblocktitle noindent"><strong><span class="courseblockcode">INFO SYS 423</span> — DIGITAL PLATFORM ANALYTICS</strong></p> <p class="courseblockcredits">3 credits.</p> <p class="courseblockdesc noindent"> An introduction to data analysis procedures covering topics including: data collection, pre-processing, analysis, and presentation. Content covers important data analysis concepts, such as structured and unstructured data. Learn about supervised, unsupervised learning methods and advanced analytics topics, such as text mining, recommendation systems, and algorithm bias.<br/> </p> <button class="notinpdf cb-extras-toggle" aria-expanded="false" onclick="toggleCourseBlockInfo(this); return false;"><svg aria-hidden="true"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#uw-symbol-caret-down"></use></svg>View details</button><div class="cb-extras" aria-hidden="true"><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Requisites: </strong></span></strong></span><span class="cbextra-data">None</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Repeatable for Credit: </strong></span></strong></span><span class="cbextra-data">No</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Last Taught: </strong></span></strong></span><span class="cbextra-data">Spring 2024</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong></strong></span><span class="cbextra-data"><div class="bubblehide"><p class="courseblockextra noindent clearfix"><span class="cbextra-label"><strong>Learning Outcomes: </strong></span><span class="cbextra-data">1. Recognize and apply fundamental data analysis procedures, including data collection, pre-processing, analysis, and presentation.<br/>Audience: Undergraduate<br/><br/>2. Analyze structured and unstructured data in a variety of contexts.<br/>Audience: Undergraduate<br/><br/>3. Develop supervised and unsupervised data mining skills, including linear regression, logistics regression, decision tree, KNN, K-means, and simple text mining techniques.<br/>Audience: Undergraduate<br/><br/>4. Evaluate data analysis frontiers, including recommendation systems, data ethics, privacy, and algorithm bias.<br/>Audience: Undergraduate</span></p></div></span></p></div></div><style>.lfjsbubblemain .bubblehide {display: none !important;}.searchresult .bubblehide {display: none !important;}</style><div class="courseblock "> <p class="courseblocktitle noindent"><strong><span class="courseblockcode">INFO SYS 424</span> — SYSTEMS ANALYSIS AND DESIGN</strong></p> <p class="courseblockcredits">3 credits.</p> <p class="courseblockdesc noindent"> Applied principles and techniques of information systems development including requirements identification and analysis, process and data modeling, team communication and collaboration, and system testing.<br/> </p> <button class="notinpdf cb-extras-toggle" aria-expanded="false" onclick="toggleCourseBlockInfo(this); return false;"><svg aria-hidden="true"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#uw-symbol-caret-down"></use></svg>View details</button><div class="cb-extras" aria-hidden="true"><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Requisites: </strong></span></strong></span><span class="cbextra-data"><a href="/search/?P=INFO%20SYS%20322" title="INFO SYS 322" class="bubblelink code" onclick="return showCourse(this, 'INFO SYS 322');">INFO SYS 322</a> (422 prior to Fall 2023) and <a href="/search/?P=INFO%20SYS%20371" title="INFO SYS 371" class="bubblelink code" onclick="return showCourse(this, 'INFO SYS 371');">INFO SYS 371</a></span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Repeatable for Credit: </strong></span></strong></span><span class="cbextra-data">No</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Last Taught: </strong></span></strong></span><span class="cbextra-data">Fall 2024</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong></strong></span><span class="cbextra-data"><div class="bubblehide"><p class="courseblockextra noindent clearfix"><span class="cbextra-label"><strong>Learning Outcomes: </strong></span><span class="cbextra-data">1. Demonstrate how to manage data, model information, and apply appropriate information technology to create effective business solutions<br/>Audience: Undergraduate<br/><br/>2. Demonstrate how to use computer technologies to analyze business problems and processes<br/>Audience: Undergraduate<br/><br/>3. Describe the Systems Development Life Cycle (SDLC) as a comprehensive project management framework for the analysis, design, and implementation of computer-based solutions<br/>Audience: Undergraduate<br/><br/>4. Design and implement computer-based information systems which support business operations, decision-making, and planning<br/>Audience: Undergraduate<br/><br/>5. Develop proficiency in project management and communication skills for the management of information systems <br/>Audience: Undergraduate</span></p></div></span></p></div></div><style>.lfjsbubblemain .bubblehide {display: none !important;}.searchresult .bubblehide {display: none !important;}</style><div class="courseblock "> <p class="courseblocktitle noindent"><strong><span class="courseblockcode">INFO SYS/I SY E 722</span> — COMPUTER-BASED DATA MANAGEMENT</strong></p> <p class="courseblockcredits">3 credits.</p> <p class="courseblockdesc noindent"> Use, control and administration of centralized and distributed data bases. Topics include the definition, design, creation, revision, interrogation, update, security and integrity of data bases.<br/> </p> <button class="notinpdf cb-extras-toggle" aria-expanded="false" onclick="toggleCourseBlockInfo(this); return false;"><svg aria-hidden="true"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#uw-symbol-caret-down"></use></svg>View details</button><div class="cb-extras" aria-hidden="true"><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Requisites: </strong></span></strong></span><span class="cbextra-data">Graduate/professional standing and <a href="/search/?P=INFO%20SYS%20371" title="INFO SYS 371" class="bubblelink code" onclick="return showCourse(this, 'INFO SYS 371');">INFO SYS 371</a></span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Course Designation: </strong></span></strong></span><span class="cbextra-data">Grad 50% - Counts toward 50% graduate coursework requirement</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Repeatable for Credit: </strong></span></strong></span><span class="cbextra-data">No</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Last Taught: </strong></span></strong></span><span class="cbextra-data">Fall 2020</span></p></div></div><style>.lfjsbubblemain .bubblehide {display: none !important;}.searchresult .bubblehide {display: none !important;}</style><div class="courseblock "> <p class="courseblocktitle noindent"><strong><span class="courseblockcode">INFO SYS 723</span> — TEXT ANALYTICS AND BUSINESS APPLICATION</strong></p> <p class="courseblockcredits">3 credits.</p> <p class="courseblockdesc noindent"> An introduction to text mining and natural language processing for business applications. Provides an overview of text data and steps to make it usable and approaches for making text data useful in descriptive and predictive analytics applications. Topics include representation approaches, topic modeling, and an overview of key applications of natural language processing, such as chatbots and recommender systems.<br/> </p> <button class="notinpdf cb-extras-toggle" aria-expanded="false" onclick="toggleCourseBlockInfo(this); return false;"><svg aria-hidden="true"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#uw-symbol-caret-down"></use></svg>View details</button><div class="cb-extras" aria-hidden="true"><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Requisites: </strong></span></strong></span><span class="cbextra-data">Graduate/professional standing or declared in graduate Business Exchange program</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Course Designation: </strong></span></strong></span><span class="cbextra-data">Grad 50% - Counts toward 50% graduate coursework requirement</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Repeatable for Credit: </strong></span></strong></span><span class="cbextra-data">No</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Last Taught: </strong></span></strong></span><span class="cbextra-data">Spring 2024</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong></strong></span><span class="cbextra-data"><div class="bubblehide"><p class="courseblockextra noindent clearfix"><span class="cbextra-label"><strong>Learning Outcomes: </strong></span><span class="cbextra-data">1. Retrieve, assemble, and clean text data for use in analytics applications.<br/>Audience: Graduate<br/><br/>2. Utilize text representation approaches, including the bag of words and Term Frequency - Inverse Document Frequency (TF-IDF), for visualizing text data.<br/>Audience: Graduate<br/><br/>3. Build classification and regression models using features created from text data.<br/>Audience: Graduate<br/><br/>4. Utilize Latent Dirichlet Application (LDA) for topic modeling in the context of a business application.<br/>Audience: Graduate</span></p></div></span></p></div></div><style>.lfjsbubblemain .bubblehide {display: none !important;}.searchresult .bubblehide {display: none !important;}</style><div class="courseblock "> <p class="courseblocktitle noindent"><strong><span class="courseblockcode">INFO SYS 724</span> — ANALYSIS AND DESIGN OF COMPUTER-BASED SYSTEMS</strong></p> <p class="courseblockcredits">3 credits.</p> <p class="courseblockdesc noindent"> Analysis of business systems to identify possible need for new or improved computer-based systems and the design of systems to meet those needs.<br/> </p> <button class="notinpdf cb-extras-toggle" aria-expanded="false" onclick="toggleCourseBlockInfo(this); return false;"><svg aria-hidden="true"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#uw-symbol-caret-down"></use></svg>View details</button><div class="cb-extras" aria-hidden="true"><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Requisites: </strong></span></strong></span><span class="cbextra-data"><a href="/search/?P=INFO%20SYS%20722" title="INFO SYS/I SY E 722" class="bubblelink code" onclick="return showCourse(this, 'INFO SYS 722');">INFO SYS/I SY E 722</a></span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Course Designation: </strong></span></strong></span><span class="cbextra-data">Grad 50% - Counts toward 50% graduate coursework requirement</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Repeatable for Credit: </strong></span></strong></span><span class="cbextra-data">No</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Last Taught: </strong></span></strong></span><span class="cbextra-data">Spring 2018</span></p></div></div><style>.lfjsbubblemain .bubblehide {display: none !important;}.searchresult .bubblehide {display: none !important;}</style><div class="courseblock "> <p class="courseblocktitle noindent"><strong><span class="courseblockcode">INFO SYS 765</span> — CONTEMPORARY TOPICS</strong></p> <p class="courseblockcredits">1-3 credits.</p> <p class="courseblockdesc noindent"> Exploration of subject areas possibly to be introduced into the business curriculum.<br/> </p> <button class="notinpdf cb-extras-toggle" aria-expanded="false" onclick="toggleCourseBlockInfo(this); return false;"><svg aria-hidden="true"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#uw-symbol-caret-down"></use></svg>View details</button><div class="cb-extras" aria-hidden="true"><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Requisites: </strong></span></strong></span><span class="cbextra-data">Graduate/professional standing or declared in graduate Business Exchange program</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Course Designation: </strong></span></strong></span><span class="cbextra-data">Grad 50% - Counts toward 50% graduate coursework requirement</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Repeatable for Credit: </strong></span></strong></span><span class="cbextra-data">Yes, unlimited number of completions</span></p><p class="courseblockextra noindent clearfix"><span class="cbextra=label"><strong><span class="cbextra-label"><strong>Last Taught: </strong></span></strong></span><span class="cbextra-data">Spring 2023</span></p></div></div></div> </div> </div>  </div>  <div id="right-col"> <button class="tabs-expand" onclick="toggleTabs();"><svg 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