Data Science from Scratch

The book is designed as a complete resource for aspiring and practicing data scientists, providing foundational knowledge across all the critical areas needed to work in the field. It takes a from-scratch approach, making it suitable for beginners while covering the core mathematical, statistical, and programming concepts essential for data science work.