oneDAL: Optimize Data Science & Machine Learning with oneAPI | Intel Software

Опубликовано 4 сентября 2024, 20:02

This video gives you a glimpse of the Intel® oneAPI Data Analytics Library (oneDAL). It highlights how oneDAL helps you accelerate machine learning and data science workloads on CPUs and GPUs. It also talks about real-life AI/ML and analytics use cases of oneDAL, and theamazing developer resources provided by Intel’s AI software portfolio powered by oneAPI.

Intel® oneAPI Data Analytics Library (oneDAL) allows AI/ML developers to build high-performance machine learning (ML) and data science workloads. The library is an implementation of the open source oneDAL project and oneAPI specification, which is a part of the UXL Foundation’s open parallel software development ecosystem. It provides optimized versions of various ML and data analytics methods and algorithms (such as linear and logistic regression, Support Vector Machine (SVM), k-means clustering, and more) for an accelerated end-to-end data science pipeline. Apart from Python and C++, it also supports the SYCL programming framework to enable heterogeneous computing and GPU offload.

In addition to the stand-alone version of oneDAL that you can download from the oneDAL product page, the library is also available as a part of the Intel® oneAPI Base Toolkit.

This video will give you a high-level overview of oneDAL and highlight some of its real-world applications. It will showcase some insightful developer resources for you to dive deeper into oneDAL, experiment with it on the latest hardware accelerators on Intel® Tiber™ Developer Cloud platform, and explore Intel’s AI software tools and frameworks optimizations.

The Intel® Developer Zone encourages and supports software developers developing applications for Intel hardware and software products. The Intel Software YouTube channel is a place to learn tips and tricks, get the latest news, and watch product demos from Intel and our many partners across multiple fields. You'll find videos covering the topics listed below, and to learn more, you can follow the links provided!

oneDAL Product Page: intel.ly/475lZN6

oneDAL Documentation: intel.ly/3Mq8I8h

oneAPI Code Samples on GitHub: intel.ly/3z1AsNB

Intel Tiber Developer Cloud: intel.ly/4aHbmjJ

AI Developer Resources from Intel: intel.ly/4g4Faur

About Intel Software:
Intel® Developer Zone is committed to empowering and assisting software developers in creating applications for Intel hardware and software products. The Intel Software YouTube channel is an excellent resource for those seeking to enhance their knowledge. Our channel provides the latest news, helpful tips, and engaging product demos from Intel and our numerous industry partners. Our videos cover various topics; you can explore them further by following the links.

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oneDAL: Optimize Data Science & Machine Learning with oneAPI | Intel Software