Data Science from Scratch by Joel Grus Most data science books focus on using libraries, but this book takes a different approach. It builds your understanding from first principles, not just tools.

Netflix revealed in April that it used Metaflow to "push the limits of Python", enabling it to use "parallelized and optimized Python code to fetch data at 10Gbps, handle hundreds of millions of ...

Streamlit: For creating the interactive web application. NumPy: The fundamental package for scientific computing with Python, used for array operations. Pandas: Used for organizing benchmark results ...

This example is inspired by bike rental companies operating in London, UK. The chapter presents sample Python and Matlab scripts for implementation of these ANNs. The ANNs generate predictions ...