Machine Learning and Deep Learning Workshop - 2021 - D-VELOP - Research Guides at Purdue University Libraries

Contact

If you have any questions regarding the Machine Learning Workshop series, please contact Yi Chu or Vishnu Teja Narapareddy for more help.

Topics

Introductory Topics

Introduction to Neural Networks
Intro to Automated Machine Learning: Hyper-parameter Tuning
Introduction to NLP
Hyper-Parameter Tuning: Bayesian Optimization
Intro to NLP part2: Neural Networks
Introduction to Julia
Introduction to Computer Vision with Neural Networks
Intro to Python visualization tools: Seaborn and ipywidgets
Data Scraping and Analysis with Python
Intro to Reinforcement Learning on an optimization perspective

Workshop Topics

Introduction to Neural Networks

Intro to Automated Machine Learning: Hyper-parameter Tuning

Machine Learning Workshop

This page houses materials and videos for the D-VELOP Machine Learning and Deep Learning Workshop Series (Fall 2021). All workshops will be conducted online. To enroll in a workshop please visit the Find Workshops page.

We will upload the videos and materials every week after the workshop.