Tutorials overview

Get started using W&B with interactive tutorials.

The following tutorials demonstrate how to use W&B with popular ML frameworks and libraries.

Weave and W&B Tables

Evaluate machine learning models using W&B Weave and Tables.

Weave and Models Registry

Use Weave with W&B Models to fine-tune an LLM model and log it to the W&B Model Registry.

MONAI 3D Segmentation

Construct a training workflow of multi-labels 3D brain tumor segmentation task using MONAI and W&B.

XGBoost and W&B Sweeps

Perform hyperparameter tuning with W&B Sweeps and XGBoost.

Other resources

Visit the W&B AI Academy to learn how to train, fine-tune and use LLMs in your applications. Implement MLOps and LLMOps solutions. Tackle real-world ML challenges with W&B courses.

• Large Language Models (LLMs)
  • LLM Engineering: Structured Outputs
  • Building LLM-Powered Apps
  • Training and Fine-tuning Large Language Models
• Effective MLOps
  • Model CI/CD
  • Effective MLOps: Model Development
  • CI/CD for Machine Learning (GitOps)
  • Data Validation in Production ML Pipelines
  • Machine Learning for Business Decision Optimization
• W&B Models
  • W&B 101
  • W&B 201: Model Registry