Stitch Fix’s centralized experimental platform

BACK AT THE START
How I Became a Machine Learning Practitioner
“I wasn’t quite prepared for just how much I would feel like a beginner. You need to give yourself the space and time to fail. If you learn from enough failures, you’ll succeed.” - Greg Brockman

SEQUENCE OF EVENTS
Introducing the Funneljoin Package
Do you work with data consisting of events with their time and associated user? Often find yourself asking “first this then that” questions? You probably have a problem funneljoin can help with. - Hooked on Data

ENVIRONMENTALLY FRIENDLY
Intro to Pyenv for Machine Learning
Escape Python dependency hell! Instead of configuring a unique Docker container for each project, how about a unique Python environment? - Weights & Biases

PROS AND CONS
Models for Integrating Data Science Teams Within Organizations
Each model has its benefits and drawbacks. Take a gander and see what might best fit your needs. - Medium

OPEN LAB
Building Our Centralized Experimental Platform
Running an A/B test is easy. Screwing up an A/B test is even easier. Stitch Fix built their own tool to make tests consistent across teams and give visibility into every test being run in the company. - MultiThreaded

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