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

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.