2021

An Introduction to Neural Networks

by Ramon Winterhalder (UCLouvain - CP3)

Europe/Brussels
VINCI: salle DAO (comodal (louvain-la-neuve or remote))

VINCI: salle DAO

comodal (louvain-la-neuve or remote)

Join Zoom Meeting https://cern.zoom.us/j/68165517034?pwd=bllaeUZlNFlZZmh5RVYrVytudnJTQT09 Meeting ID: 681 6551 7034 Passcode: 257128 Join by SIP 68165517034@188.185.118.153 68165517034@188.184.110.70 Join by H.323 188.185.118.153 188.184.110.70 Meeting ID: 681 6551 7034 Passcode: 257128
Description

In most (scientific) machine learning applications, (deep) neural networks are employed due to their flexible and expressive nature. Among others, TensorFlow is a standard framework and software library to simplify, speed-up  and improve the usage of neural networks. In this training session you will learn the basics of Neural Networks and how to train them using TensorFlow and Keras.

Contents:

  • Basics of Neural Networks
  • Basics of TensorFlow
  • Keras API
  • Examples

 

Prerequisite:

  • Being able to use SSH with private keys 
  • Being familiar with a text editor 
  • Mastering the Linux command line and the GNU utilities (mkdir, cp, scp, etc.)
  • Basic knowledge of Python

Type: Hands-on
Target audience: Rookie programmer
Must: This session is nice-to-have for those who need or want to use neural networks.

Organized by

UCLouvain/CISM

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