A collection of resources that have been genuinely useful — not just bookmarked and forgotten.
🧠 Deep Learning
- The Deep Learning Book (Goodfellow et al.) — The canonical reference
- Neural Networks and Deep Learning — Michael Nielsen’s accessible intro
- Deep Learning Online Courses & Materials
- MIT Press Free Deep Learning Book
- UB CSE 705 — ML course
- ArXiv: Deep Learning review (2013)
⚙️ Programming Practice
- HackerRank — Algorithm practice
- Codeforces — Competitive programming
- Kaggle — Data science competitions
- CodeChef
- TopCoder
- TutorialsPoint — Language references
- Project Euler — Math + programming problems
📌 Note
These are not exhaustive — just references that were useful at different stages.