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Analytics Dispatch 6/28/2021

Measuring the impact of data education

NEW FROM MODE
Types of Product Usage Segmentation
Product usage segmentation is a powerful method for developing rich, actionable insights from your product usage data. Done correctly, it can unlock personalized experiences, increase user retention, and inform your product roadmap. - Mode Blog

HOT THEN YOU’RE COLD
The Shower Problem
This is a fun brainteaser for mathematicians computer scientists. Submit a proposal to see if you can beat the current winner. - Chris Said

BIRDS OF A FEATHER
Machine Learning Cohorts
What is a "data scientist" or "machine learning engineer," really? This analysis uses tools, libraries, and frameworks to cluster engineers into cohort groups, which might be more indicative of their day-to-day work than overloaded job titles. - Paige Bailey

TEACH ME SOMETHING
Tracking Impact and Measuring Success in Data Education Events
There are so many educational events for training new data scientists these days. If you’re facilitating such an event, how do you know what you’re doing worked? - Code for Science & Society Event Fund

STARTING POINT
Homemade Machine Learning
This repository of popular machine learning algorithms is implemented in Python and explains the math behind each algorithm. It’s a great place to get started with machine learning. - Oleksii Trekhleb

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