Full Stack Deep Learning
FreeFree courses and community for building AI-powered products
FreeFree tier
About Full Stack Deep Learning
Full Stack Deep Learning is a free educational platform offering courses, community, and resources for building AI-powered products. It covers the entire lifecycle from problem definition and GPU/foundation model selection to production deployment, continual learning, and user experience design. The platform includes a Large Language Models Bootcamp and a Deep Learning Course, both taught by industry experts and used by students from UC Berkeley, University of Washington, and learners worldwide. All content is provided free of charge.
Key Features
Covers full stack AI product lifecycle from problem definition to deployment and UX design
Large Language Models Bootcamp focusing on prompt engineering, LLMops, and UX design
Deep Learning Course with practical best practices for building neural network applications
All courses offered for free with no cost to learners
Community-driven platform with blog, cloud GPU resources, and newsletter
Past courses hosted at UC Berkeley and University of Washington
Pros & Cons
Pros
- All courses and content are completely free
- Covers the entire AI product lifecycle, not just model training
- Practical, hands-on approach with industry best practices
- Strong community and newsletter for ongoing learning
Best For
Learning to build AI-powered products from scratchGaining practical knowledge in full-stack machine learning engineeringMastering LLM application development with prompt engineering and deploymentUnderstanding best practices for production AI systems and user experience design
FAQ
What is Full Stack Deep Learning?
It is a free educational platform that provides courses, community, and resources for building AI-powered products. It covers the full lifecycle from problem definition and model selection to production deployment and user experience design.
Are the courses really free?
Yes, all courses offered on Full Stack Deep Learning are completely free. The website states: 'We are excited to share this course with you for free.'
What courses are available?
The platform offers a Large Language Models Bootcamp and a Deep Learning Course. Past editions include FSDL 2021 (Berkeley), FSDL 2020 (UW), and earlier bootcamps.
Who is this for?
The content is designed for people who have some experience training models and want to learn best practices for taking AI-powered products from idea to production.