Data Science from Scratch

“Data Science from Scratch: First Principles with Python” is a book by Joel Grus that offers a thorough introduction to the field of data science. Instead of relying on ready-made data science libraries, the book teaches fundamental concepts and algorithms by implementing them from scratch using Python. Topics covered include statistics, probability, machine learning, and more, providing a comprehensive foundation for those new to the field. This book is an ideal read for new data scientists and anyone interested in understanding the methods and principles underlying data science.