Machine Learning and Deep Learning Workshop - 2022 - D-VELOP - Research Guides at Purdue University Libraries

Topics

Introductory Topics

Spring 2022

Data Scraping and Analysis with Python
Introduction to Neural Networks
Intro to Hyperparameter Optimization: Black-Box Optimization Approaches
Introduction to Computer Vision with Neural Networks
Introduction to Generative adversarial networks (GANs)
Introduction to Recommender Systems
Intro to Parallel Computing

Fall 2022

Introduction to Python in Data Science
Intro to Supervised and Unsupervised Machine Learning Algorithms
Data Scraping and Analysis with Python
Intro to Java and Algorithms Part 1
Intro to Java and Algorithms Part 2
Introduction to Nueral Network
Introduction to Web API and Database
Intro to RNN and LSTM
Introduction to Transformers in Image Processing
Intro to Hyperparameter Optimization: Bayesian Optimization

Machine Learning Workshop

This page houses materials and videos for the D-VELOP Machine Learning and Deep Learning Workshop Series (Spring 2022). 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.

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