Data Science Reading List

A broad collection of articles for my team of data scientists. Although they are the target audience, anybody and everybody is welcome!

Jeff M
Learning
A radical new technique lets AI learn with practically no data
MIT Technology Review - Karen Hao
Machine learning typically requires tons of examples. To get an AI model to recognize a horse, you need to show it thousands of images of horses. …
5 days ago
Jeff M
Art
GANksy is the uncanny AI street art 2020 deserves
Input - Matthew Wille
Artificial intelligence is adept at doing many things: making deepfakes, determining disaster-related damage, and virtual urban planning, just to …
6 days ago
Jeff M
Google Cloud Platform
Google Cloud Platform: How to Go From Zero to Hero with GCP
freecodecamp.org - Sergio Fuentes Navarro
Do you have the knowledge and skills to design a mobile gaming analytics platform that collects, stores, and analyzes large amounts of bulk and …
Oct 9
Jeff M
Data Science
Feature Stores: Components of a Data Science Factory — Quickpath
quickpath.com
The introduction of feature stores moved the industry one step in the right direction while also exposing more problematic inefficiencies.
Aug 30, 2019
Jeff M
The Ultimate Guide to Deploying Machine Learning Models - ML in Production
mlinproduction.com - Author Luigi
"All models are wrong, but some are useful." – George Box This quote by statistician George Box is generally used to illustrate the point that models …
May 30