A curated, high-quality collection of PDF and EPUB textbooks spanning programming, computer science foundations, and advanced mathematics.
Its hard as hell to find really good books especially in our fast changed word. I collected my favoutite books about math and engineering. As ML Engineer I understand the importance of knowing not only math and data structure and design, but also about cybersec. Also I intrested about Quant and will adding books about this too. Feel free to contribute or download.
| Category | Description |
|---|---|
| Calculus 2-4 | My favourite Calculus 2-3 |
| Linear Algebra | Foundations and advanced books about Linear Algebra |
| ML | Fondational ML books, ML topics in inner folders |
| Agents | How to build and optimize agents |
| LLM and RAG | LLM and RAG optimization |
| NLP | Linguistic and engineering foundations of NLP |
| Quant | basics of Quant engineering |
| Reinforcement Learning | basics of Reinforcement Learning and advance topics |
| VLM | basics of VLM |
| Advanced Math | Advanced Math basics |
| Cybersec | classic CyberSec book and books about AI system secuirity |
| EDA | Exploratory Data Analysis |
| OPS | basics of OPS and separate folders for MLOps and DevSecOps |
| DevSecOps | basics of DevSecOps |
| MLOps | basics of MLOps |
| Programming | OOP and system design patterns, clean code |
| Statistics | cool as hell books about statistics for every level |
| Time Series Analysis | best books about TSA for forecasting and quant |
Contributions are welcome! If you have a high-quality resource you'd like to add:
- Fork the repository.
- Create a new branch (
git checkout -b feature/new-book). - Add your file to the appropriate folder.
- Commit your changes (
git commit -m 'Add new book: [Book Name]'). - Push to the branch (
git push origin feature/new-book). - Open a Pull Request.