# ROCm-DS Blogs

This page contains a list of blog posts related to the AMD ROCm™ Data Science Toolkit (ROCm-DS)
and its individual components. See [ROCm Blogs](https://rocm.blogs.amd.com/) for
blogs related to all AMD and ROCm products.

:::::{dropdown} ROCm-DS Blogs
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:img-top: "https://rocm.blogs.amd.com/_images/images-2025-04-21-ROCm-DS.webp"
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<a href="https://rocm.blogs.amd.com/software-tools-optimization/introducing-rocm-ds-revolutionizing-data-processing-with-amd-instinct-gpus/README.html" class="card-header-link">
  <h2 class="card-header">Introducing ROCm-DS: Revolutionizing Data Processing with AMD Instinct GPUs</h2>
</a>
<p class="paragraph"> AMD is thrilled to announce the release of ROCm-DS, a toolkit aimed at accelerating data science workloads on AMD Instinct GPUs.
</p>
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:::::{dropdown} hipDF Blogs
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:img-top: "https://rocm.blogs.amd.com/_images/artificial-intelligence-cupy_hipdf_portfolio_opt-images-cupy_hipdf.webp"
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<a href="https://rocm.blogs.amd.com/artificial-intelligence/cupy_hipdf_portfolio_opt/README.html" class="card-header-link">
  <h2 class="card-header">CuPy and hipDF on AMD: The basics and beyond.</h2>
</a>
<p class="paragraph"> Learn how to deploy CuPy and hipDF on AMD GPUs. See their high-performance computing advantages, and use CuPy and hipDF in a detailed example of an investment portfolio allocation optimization using the Markowitz model.
</p>
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:img-top: "https://rocm.blogs.amd.com/_images/artificial-intelligence-hipDF_pandas_accelerated-images-hipDF_Dataframe.webp"
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<a href="https://rocm.blogs.amd.com/artificial-intelligence/hipDF_pandas_accelerated/README.html" class="card-header-link">
  <h2 class="card-header">DataFrame Acceleration: hipDF and hipDF.pandas on AMD GPUs.</h2>
</a>
<p class="paragraph"> This blog post demonstrates how hipDF significantly enhances and accelerates data manipulation, aggregation, and transformation tasks on AMD hardware using ROCm.
</p>
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:::::{dropdown} hipVS Blogs
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:img-top: "https://rocm.blogs.amd.com/_images/software-tools-optimization-hipvs-images-hipvs_thumbnail.webp"
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<a href="https://rocm.blogs.amd.com/software-tools-optimization/hipvs/README.html" class="card-header-link">
  <h2 class="card-header">Accelerating Vector Search: hipVS and hipRAFT on AMD</h2>
</a>
<p class="paragraph"> Learn how hipVS accelerates vector search on AMD Instinct GPUs, with notebook demos for semantic search, RAG, and recommendation systems.
</p>
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