Code Review Practices for ML Codebases
Practical guide to code review for ML projects, covering what to look for in training code, data pipelines, serving code, and experiment …
Collaboration
Team Topologies for AI - Organizing AI Teams
Applying Team Topologies to AI organizations: stream-aligned, platform, enabling, and complicated-subsystem teams for effective AI delivery.
Weights & Biases - ML Experiment Platform
A comprehensive reference for Weights & Biases: experiment tracking, hyperparameter sweeps, model evaluation, and team collaboration for ML …