Welcome to the third post in our series on Python at scale at Instagram! As we mentioned in the first post in the series, Instagram Server… (more…)

Nowadays, the machine learning and data science job landscape is changing rapidly. Within industry, the skills that are becoming most valuable aren't knowing how to tune a ResNet on an image dataset. In fact, the prevalence of well-designed frameworks suc... (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…)

Essays about data, building products and bootstrapping businesses.

Have you ever wondered what python does when you run one of your programs? $ python script.py This article opens a series which seeks to answer... (more…)