Tutorials

We are passionate about making machine learning available to everyone. Our experiment tracking tool makes it easy to compare training runs, and instructors love W&B. If you're leading a workshop, message carey@wandb.com— we're happy to share our free resources.

Intro to Machine Learning

What is Machine Learning?

Code Setup

Build a Neural Network

Multilayer Perceptrons

Convolutional Neural Networks

Autoencoders

Sentiment Analysis

Recurrent Neural Networks

Text Generation with LSTMs and GRUs

Text Classification Using CNNs

Long Short-Term Memory (LSTM)

Batch Size and Learning Rate

Applied Deep Learning

Explore advanced deep learning topics with Josh Tobin from OpenAI. Identify and scope a project, build a clean dataset, troubleshoot training, and ensure reproducible results with W&B.

Grading Rubric for AI with Sergey Karayev

Introduction to Applied Deep Learning with Josh Tobin