Machine Learning for Product Managers -Resource Recommendations

Newsletters

The Wild Week in AI

Machine Learnings

Inside AI

Online Guides

Andreessen Horowitz:  AI Playbook and AI, Deep Learning, and Machine Learning: A Primer

Machine Learning: An In-Depth Guide - Overview, Goals, Learning Types, and Algorithms

The Art of Neural Networks

Artificial Agency: One of the panelists, Sarah Catanzaro, along with John Akred (Silicon Valley Data Science) are working on a Github repo with resources for ML/Data managers. They haven't launched yet, but are happy to give attendees a sneak peek!

Learn Anything - Machine Learning

Reinforcement Learning: An Introduction

Best Practices for ML Engineering

OpenAI Blog

Differences Between AI, ML, Deep Learning

A Few Useful Things to Know About Machine Learning

Intro: ML for Product Managers

Books

The Master Algorithm by Pedro Domingos

Neural Networks and Deep Learning: Free online book on neural networks and deep learning

An Introduction to Statistical Learnings by Gareth James, Daniela Witten, Trevor Hastie, and Robert Tibshirani

Deep learning Book by Ian Goodfellow, Yoshua Bengio, and Aaron Courville

Machine Learning Yearning: Technical Strategy for AI Engineers, In the Era of Deep Learning (draft) by Andrew NG

Classes

Introduction to Machine Learning course by Andrew Ng- a fairly technical and broad overview of different kinds of machine learning

Neural Networks for Machine Learning by Geoffrey Hinton

Conferences

O'Reilly AI Conference (In SF and NYC)

Mighty AI's List of Conferences