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AI model training: ENPICOM solutions

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data-elementor-type="wp-page" data-elementor-id="8905" class="elementor elementor-8905"> <div class="elementor-element elementor-element-b650807 e-flex e-con-boxed e-con e-parent" data-id="b650807" data-element_type="container"> <div data-rocket-location-hash="547ec2470d2bda10abb0f19dcabad963" class="e-con-inner"> </div> </div> <section class="elementor-section elementor-top-section elementor-element elementor-element-9d26973 elementor-section-full_width container pb-5 mb-md-2 mb-lg-4 elementor-section-height-default elementor-section-height-default" data-id="9d26973" data-element_type="section"> <div class="elementor-container elementor-column-gap-default"> <div class="elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9679177" data-id="9679177" data-element_type="column"> <div class="p-0 elementor-widget-wrap elementor-element-populated"> <div class="elementor-element elementor-element-82c6d71 elementor-widget elementor-widget-highlighted-heading" data-id="82c6d71" data-element_type="widget" data-widget_type="highlighted-heading.default"> <div class="elementor-widget-container"> <h1 class="silicon-elementor-highlighted-heading__title border-bottom pb-4"><span class="silicon-elementor-highlighted-heading__highlighted-text text-gradient-primary">ML model training<br></span></h1> </div> </div> <div class="elementor-section elementor-inner-section elementor-element elementor-element-2de29e7 elementor-section-full_width elementor-section-height-default elementor-section-height-default" data-id="2de29e7" data-element_type="section"> <div class="elementor-container elementor-column-gap-default row pt-2 pt-md-3 row-margin"> <div class="elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-762775b col-md-6" data-id="762775b" data-element_type="column"> <div class="p-0 elementor-widget-wrap elementor-element-populated"> <div class="elementor-element elementor-element-7196985 elementor-widget elementor-widget-highlighted-heading" data-id="7196985" data-element_type="widget" data-widget_type="highlighted-heading.default"> <div class="elementor-widget-container"> <p class="silicon-elementor-highlighted-heading__title fs-lg pe-lg-4 mb-1 mb-lg-4"><span class="si-multipurpose-text__before">The ENPICOM Platform addresses the core challenges of training ML models, including those related to data preparation, by streamlining data management and accessibility, resulting in greater efficiency and reduced costs. Fragmented and siloed historical data often complicates model training. Data can be accessed directly through our scalable data foundation, or efficiently ingested into a centralized data warehouse, leveraging the power of AWS cloud technologies. Either way, our scalable infrastructure enables quick, organized querying of labeled datasets, automatically generating standardized, ML-ready formats, and eliminating the need for extensive data transformation.</span></p> </div> </div> </div> </div> <div class="elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-457dc08 col-md-6" data-id="457dc08" data-element_type="column"> <div class="p-0 elementor-widget-wrap"> </div> </div> </div> </div> </div> </div> </div> </section> <section class="elementor-section elementor-top-section elementor-element elementor-element-34602c1 elementor-section-full_width elementor-section-height-default elementor-section-height-default" data-id="34602c1" data-element_type="section"> <div class="elementor-container elementor-column-gap-default container mb-5 pb-lg-5 pb-md-4 pb-3"> <div class="elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5e74913" data-id="5e74913" data-element_type="column"> <div class="p-0 elementor-widget-wrap elementor-element-populated"> <div class="elementor-element elementor-element-3dd510a elementor-widget elementor-widget-highlighted-heading" data-id="3dd510a" data-element_type="widget" data-widget_type="highlighted-heading.default"> <div class="elementor-widget-container"> <h2 class="silicon-elementor-highlighted-heading__title h2 mb-lg-5 mb-4 pb-lg-0 pb-md-2 text-center"><span class="si-multipurpose-text__before">Effortlessly manage and access all data </span></h2> </div> </div> <div class="elementor-element elementor-element-29ad881 elementor-widget elementor-widget-sn-iconbox-carousel" data-id="29ad881" data-element_type="widget" data-settings="{&quot;effect&quot;:&quot;slide&quot;,&quot;speed&quot;:500}" data-widget_type="sn-iconbox-carousel.iconbox-carousel"> <div class="elementor-widget-container"> <div data-swiper-options="{&quot;slidesPerView&quot;:1,&quot;spaceBetween&quot;:8,&quot;pagination&quot;:{&quot;el&quot;:&quot;.swiper-pagination&quot;,&quot;type&quot;:&quot;bullets&quot;,&quot;clickable&quot;:true},&quot;breakpoints&quot;:{&quot;500&quot;:{&quot;spaceBetween&quot;:8,&quot;slidesPerView&quot;:2},&quot;800&quot;:{&quot;spaceBetween&quot;:8,&quot;slidesPerView&quot;:3},&quot;1200&quot;:{&quot;spaceBetween&quot;:8,&quot;slidesPerView&quot;:4}},&quot;speed&quot;:500}" class="swiper sn-elementor-main-swiper mx-n2"> <div class="swiper-wrapper"> <div class="swiper-slide h-auto py-3"> <!-- <div class="swiper-slide h-auto py-3"> --> <div class="card h-100 card-body card-hover mx-2"> <i class="silicon-icon display-5 fw-normal card-icon bx bx-check-square" style="color: #b4b7c9"></i> <h3 class="si-iconbox-title h5 pt-3 pb-1 mb-2">Instant access to ML-ready data</h3> <p class="si-iconbox-description mb-md-4 mb-3 fs-lg" style="color: #221F20">Querying for labeled datasets is now super simple, enabling data scientists to easily access the relevant data in seconds. This removes the need to search through scattered data sources or manually transform data into structured, ML-ready formats, significantly streamlining the preparation process.</p> </div> </div> <div class="swiper-slide h-auto py-3"> <!-- <div class="swiper-slide h-auto py-3"> --> <div class="card h-100 card-body card-hover mx-2"> <i class="silicon-icon display-5 fw-normal card-icon bx bx-cloud" style="color: #b4b7c9"></i> <h3 class="si-iconbox-title h5 pt-3 pb-1 mb-2">No data migrations required</h3> <p class="si-iconbox-description mb-md-4 mb-3 fs-lg" style="color: #221F20">Our solution eliminates the need for costly and time-consuming data transfers between data storage solutions. By leveraging AWS cloud technologies, data can be directly accessed and used for model training without the need to migrate it, making the process more efficient and reducing operational overhead.</p> </div> </div> <div class="swiper-slide h-auto py-3"> <!-- <div class="swiper-slide h-auto py-3"> --> <div class="card h-100 card-body card-hover mx-2"> <i class="silicon-icon display-5 fw-normal card-icon bx bx-bar-chart-square" style="color: #b4b7c9"></i> <h3 class="si-iconbox-title h5 pt-3 pb-1 mb-2">All scientific data seamlesly managed</h3> <p class="si-iconbox-description mb-md-4 mb-3 fs-lg" style="color: #221F20">Historical data from scientists is efficiently managed within a centralized database, eliminating data silos. As data ingestion is a key step in their daily research workflows, it ensures that data entry becomes a natural part of their routine, establishing consistent and accurate data storage, enhancing data availability and integrity.</p> </div> </div> <div class="swiper-slide h-auto py-3"> <!-- <div class="swiper-slide h-auto py-3"> --> <div class="card h-100 card-body card-hover mx-2"> <i class="silicon-icon display-5 fw-normal card-icon bx bx-rocket" style="color: #b4b7c9"></i> <h3 class="si-iconbox-title h5 pt-3 pb-1 mb-2">Real-time model improvement</h3> <p class="si-iconbox-description mb-md-4 mb-3 fs-lg" style="color: #221F20">New experimental data can be easily retrieved and used as it is being generated, for benchmarking model performance or further tuning AI models. This seamless access to any data ensures that models can be continuously refined and improved based on latest data generated in the lab.</p> </div> </div> </div> <div class="swiper-pagination position-relative d-xl-none pt-3 mt-4"></div> </div> </div> </div> </div> </div> </div> </section> <section class="elementor-section elementor-top-section elementor-element elementor-element-c935933 elementor-section-boxed elementor-section-height-default elementor-section-height-default" data-id="c935933" data-element_type="section"> <div class="elementor-container elementor-column-gap-default"> <div class="elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3334489" data-id="3334489" data-element_type="column"> <div class="elementor-widget-wrap elementor-element-populated"> <div class="elementor-section elementor-inner-section elementor-element elementor-element-06deabf elementor-section-full_width pt-5 mt-xl-5 elementor-section-height-default 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