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</div> </header> <div data-rocket-location-hash="74877e57db162c3f704265c4c1fc9723" class="nav-overlay"></div> <div data-rocket-location-hash="e80a859663525ad682af03bf0364c4ae" class="algolia-hits" id="hits-block"> <h6 class="algolia-post-title">All Posts</h6> <div data-rocket-location-hash="aa61f5a26aafa8af2a3c82b3251dc7a4" id="hits"></div> <button id="see-all-button" class="see-all-button cta-btn bg-black text-white">See All Results</button> </div> <div data-rocket-location-hash="d0f938fd329238543d169dec0303977e" id="page" class="hfeed site container"> <div data-rocket-location-hash="3a9f64de0a160a860058aac6a4c5c613" id="content" class="site-content"> <section data-rocket-location-hash="3ef21c85d0fcda63432c29c39d341011" id="primary" class="content-area"> <main id="main" class="site-main blocks-page" role="main"> <div class="entry-header archive-header"> <h1 class="entry-title">Category: <span>Python</span></h1> </div> <div id="post-wrapper"> <div class="grid-wrapper"> <div id="post-16537" class="grid-thumb post post-16537 type-post status-publish format-standard has-post-thumbnail hentry category-analytics category-best-practices-and-tutorials category-couchbase-architecture category-cloud category-couchbase-sdk category-java category-node-js category-python tag-asynchronous tag-capella-columnar"> <a class="featured-image" href="https://www.couchbase.com/blog/introducing-capella-columnar-sdks-for-real-time-analytics/" rel="bookmark"><img width="800" height="280" src="https://www.couchbase.com/blog/wp-content/uploads/sites/1/2024/11/blog-columnar-sdk-hero-800x280.png" class="attachment-paperback-nav-thumb size-paperback-nav-thumb wp-post-image" alt="Introducing Capella Columnar SDKs: Powering Modern Data Analytics" decoding="async" fetchpriority="high" /></a>  <div class="grid-text"> <div class="grid-text-wrapper"> <div class=" grid-cats"><a href="https://www.couchbase.com/blog/category/analytics/">Analytics</a><a 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For developers who need...</p> </div> <div class="grid-date"> <a href="https://www.couchbase.com/blog/author/tylermitchell/">Tyler Mitchell - Senior Product Marketing Manager</a> <span class="date">November 4, 2024</span> </div> </div> </div> <div id="post-16493" class="grid-thumb post post-16493 type-post status-publish format-standard has-post-thumbnail hentry category-application-design category-best-practices-and-tutorials category-generative-ai-genai category-python category-vector-search tag-data-science tag-embeddings tag-machine-learning tag-rag-retrieval-augmented-generation tag-vector-search"> <a class="featured-image" href="https://www.couchbase.com/blog/prepare-datasets-fine-tuning-ml-models/" rel="bookmark"><img width="800" height="280" src="https://www.couchbase.com/blog/wp-content/uploads/sites/1/2024/10/blog-data-prep-for-ml-models-800x280.png" class="attachment-paperback-nav-thumb size-paperback-nav-thumb wp-post-image" alt="Preparing Datasets for Fine-Tuning ML Models: A Comprehensive Guide" decoding="async" /></a>  <div class="grid-text"> <div class="grid-text-wrapper"> <div class=" grid-cats"><a href="https://www.couchbase.com/blog/category/application-design/">Application Design</a><a href="https://www.couchbase.com/blog/category/best-practices-and-tutorials/">Best Practices and Tutorials</a><a href="https://www.couchbase.com/blog/category/generative-ai-genai/">Generative AI (GenAI)</a></div> <h3 class="entry-title"><a href="https://www.couchbase.com/blog/prepare-datasets-fine-tuning-ml-models/" rel="bookmark">Preparing Datasets for Fine-Tuning ML Models: A Comprehensive Guide</a></h3> <p>Fine-tuning machine learning models starts with having well-prepared datasets. 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