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DESCRIPTION:Would you like to learn high-performance cutting-edge deep lear
 ning techniques?\n\nOur online course on high-performance machine learning
  provides the necessary skills to train neural networks and extract the mo
 st relevant information from datasets. During our hands-on sessions you wi
 ll have the opportunity to work on our high-performance systems with diffe
 rent types of data\, and learn how to tune your model to obtain optimal re
 sults in the most efficient way. The high-performance machine learning tea
 m at SURFsara will guide you online during the presentations and exercises
  and indicate how to start applying machine learning to your projects.\n\n
 What?\n\nIn this course you will:\n\n- Understand the fundamental theories
  of machine learning and the intuitions/ideas behind the algorithms\n\n- W
 ork with a high-level machine learning API (Keras)\n\n- Explore hyperparam
 eter space to improve a neural network\n\n- Understand the pitfalls of cla
 ssic machine learning algorithms\n\n- Upscale large machine learning model
 s with parallel training on a supercomputer\n\nWho?\n\n- Everyone interest
 ed in getting familiar with machine learning at scale\, from the beginning
  up to more advanced topics\n\nRequirements:\n\n- Basic knowledge on stati
 stics\n\n- Basic knowledge on general programming. Some experience with Py
 thon and the use of Jupyter Notebooks is desirable.\n\n- Basic knowledge o
 n parallel computing. No specific experience with supercomputing systems i
 s necessary.\n\nYou should have:\n\n- Your own laptop with an up-to-date b
 rowser and a terminal emulator. The use of the operating systems Linux and
  macOS is preferred\, but not mandatory. For Windows users we recommend to
  download MobaXterm (portable version) as terminal emulator.\nhttps://even
 ts.prace-ri.eu/event/1398/
SUMMARY:[ONLINE] Introduction to High-Performance Machine Learning @SURF
URL;VALUE=URI:https://events.prace-ri.eu/event/1398/
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