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UID:83f31be5-0b89-42d4-bb40-3aa8b8f177fd@support.access-ci.org
DTSTAMP:20231004T134601Z
DTSTART:20231109T183000Z
DTEND:20231109T200000Z
SUMMARY:RCAC Intel oneAPI Training 2023: AI Analytics Toolkit & oneDNN
DESCRIPTION:This virtual workshop will cover the Intel AI Analytics Toolkit
 , oneAPI Data Analytics Library (oneDAL) and the Deep Neural Network Libra
 ry (oneDNN) as part of the oneAPI training series. Details on each topic a
 re below.Registration via Teams is required to attend.Intel® AI Analytics
  Toolkit: Provides data scientists, AI developers, and researchers familia
 r Python* tools and frameworks to accelerate end-to-end data science and a
 nalytics pipelines on Intel® architectures. The components are built usin
 g oneAPI libraries for low-level compute optimizations. This maximizes per
 formance from preprocessing through machine learning.Deliver high-performa
 nce deep learning (DL)Achieve drop-in acceleration for data analytics and 
 machine learning workflows with compute-intensive Python* packages: Modin*
 , NumPy, Numba, scikit-learn*, and XGBoost* optimized for Intel.Gain direc
 t access to Intel analytics and AI optimizations to ensure that your softw
 are works together seamlessly.The Intel® oneAPI IoT Toolkit provides a co
 mmon set of libraries and tools dedicated to IoT application development a
 nd optimization. The toolkit provides software developers with several adv
 antages:Includes a set of tools and libraries that can be used for the dev
 elopment of high-performance workloads deployed on CPUs, GPUs, FPGAs, and 
 other accelerators.Enables software developers to build more efficiently i
 nnovative embedded and IoT platform solutions.Accelerates development of s
 mart connected devices with performance differentiation for Intel platform
 s.Supports the breadth of Intel platforms for optimizing memory and thread
 ing performance.Provides developer tools and libraries for IoT application
  development and optimization.Delivers an easy-to-use and consistent devel
 oper experience within an integrated IDE.oneAPI Data Analytics Library (on
 eDAL): Intel oneAPI Data Analytics Library (oneDAL) is a library that help
 s speed up big data analysis by providing highly optimized algorithmic bui
 lding blocks for all stages of data analytics (preprocessing, transformati
 on, analysis, modeling, validation, and decision making) in batch, online,
  and distributed processing modes of computation.Intel oneAPI Deep Neural 
 Network Library (oneDNN): Intel oneAPI Deep Neural Network Library (oneDNN
 ) is an open-source performance library for deep learning applications. Th
 e library includes basic building blocks for neural networks optimized for
  Intel Architecture Processors and Intel Processor Graphics. oneDNN is int
 ended for deep learning applications and framework developers interested i
 n improving application performance on Intel Architecture Processors and I
 ntel Processor Graphics. Deep learning practitioners should use one of the
  applications enabled with oneDNN.
URL:https://support.access-ci.org/events/7218
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