Weights & Biases Academy

Weights & Biases Academy offers free courses on production-grade ML topics: MLOps, LLM fine-tuning, generative AI, and model deployment. Lessons use Weights & Biases tools for experiment tracking and model management, so you learn both the concepts and the platform while solving real production problems.

This is best for engineers building production systems and those adopting W&B's ecosystem. Compared to foundational AI courses, it's narrowly focused on deployment and operational concerns rather than theory, making it most valuable once you've grasped machine learning basics.