Python Data Science Handbook

The waiting time paradox: why is my bus always late? (2018)

How Bad Is Your Colormap? (2014)

Matplotlib animation tutorial

How Bad Is Your Colormap?

Xkcd-Style Plots in Matplotlib

Python Data Science Handbook | Python Data Science Handbook

The Waiting Time Paradox, Or, Why Is My Bus Always Late?

Python Data Science Handbook

Simulating Chutes and Ladders in Python

Exploring Line Lengths in Python Packages, Pythonic Perambulations, Jake Vanderplas

Why Python Is Slow: Looking Under the Hood

Python Data Science Handbook

Exposing Python 3.6's Private Dict Version

Triple Pendulum Chaos: building a simulation using SciPy's odeint, Kane's method with Sympy, and matplotlib animate.

Dynamic Programming in Python: Bayesian Blocks (2012)

Conda: Myths and Misconceptions

Why Python Is Slow: Looking Under the Hood (2014)

The Model Complexity Myth

XKCD Plots in Matplotlib: Going the Whole Way

Parallel Out-Of-Core Dataframes in Python: Dask and OpenStreetMap

Beautiful data analysis of cycling habits in Seattle using Python pandas and sklearn

Optimizing Python in the Real World: NumPy, Numba, and the NUFFT

The Hipster Effect: An IPython Interactive Exploration

The Big Data Brain Drain

Why Python Is Slow: Looking Under the Hood

Frequentism and Bayesianism: A Practical Introduction

How to be a Bayesian in Python

Why Python is Slow: Looking Under the Hood