I assume you know nothing about programming and want to try and make something with the world’s programming sweetheart — Python. ... (more…)

Essential Statistics for Data Science: A Case Study using Python, Part I System requirements: Language: Python 3.5 Libraries: statsmodels, pandas, matplotlib Data: available here Our last post dove straight into linear regression. In this post, we’ll take... (more…)

Master Python virtual environments with conda, once and for all. Learn how to install conda from scratch, manage, and packaging virtual environments. (more…)

Let's talk about debugging Python, both in development and production environments. (more…)

Constant-factor differences are frequently ignored when analyzing the complexity of algorithms and implementations, as they appear to be insignificant in practice In this paper, we demonstrate that this assumption can in fact have far more profound implic... (more…)