Ray Train Specialization
The Ray Train learning path is a deep dive into distributed model training with Ray Train and gives you a large sample of interesting workloads to explore.
Here's what you'll learn:
Get an Introduction to Ray Train
Learn how to integrate Ray Train with Ray Data
Handle fault tolerance in Ray Train
Learn to work with tabular data
Get started with time-series data
Run two computer vision workloads
Learn how to train a policy
Train a recommender system
Enroll in this learning track and start your Ray Train journey.
29 Lessons
Model Training Foundations (Ray Train)
Learn the foundations of distributed training of machine learning models with Ray Train.
6 Lessons
Tabular Data Workload Example (Ray Train)
7 Lessons
Time Series Data Workload (Ray Train)
10 Lessons
Computer Vision Workload Example (Ray Train)
7 Lessons
Generative Computer Vision Workload (Ray Train)
6 Lessons
Policy Learning Workload (Ray Train)
7 Lessons
Recommender Systems Workload (Ray Train)