AI, ML, data lifecycle
AI
machine learning
deep learning
data science
data engineering
Curated books, courses, and tools on AI, ML, and data lifecycle.
Books and courses
| Resource | Notes / author |
|---|---|
| Python Data Science Handbook | By Jake VanderPlas; free online edition covering NumPy, pandas, Matplotlib, and scikit-learn. |
| Neural Networks and Deep Learning | Free online book by Michael Nielsen. |
| Deep Learning | By Ian Goodfellow, Yoshua Bengio, and Aaron Courville (MIT Press). |
| Deep Learning lectures | MIT lecture series by Lex Fridman. |
AI-based artwork tools
| Tool | Notes |
|---|---|
| DreamStudio | Web interface for generating images with Stable Diffusion (Stability AI). |