Capstone: End-to-End Deep Learning Project — Roadmap Step & Resources
Take a deep learning idea from raw data through a trained, optimized and deployed model
- Level: advanced
- Estimated time: 4 days
- Roadmap: Deep Learning & Neural Networks
Before this step
Mini projects
- Design, train, evaluate, optimize and deploy a complete deep learning system for a problem of your choice
Study resources
- PyTorch: A 60 Minute Blitz (Article) — The official PyTorch tutorial, a foundational reference for the full capstone pipeline.
- PyTorch for Deep Learning & Machine Learning – Full Course (Video) — freeCodeCamp's comprehensive course, covering the full pipeline needed for the capstone.
Part of
- Case Studies & Capstone — section
- Deep Learning & Neural Networks roadmap — the full learning path