Getting started with Neural Networks and Deep Learning (AI)

Large neural networks are at the core of many recent advances in AI, but training them is a difficult engineering and research challenge which requ... (2022)

It is quite possible to learn, follow and contribute to state-of-art work in deep learning in about 6 months’ time. This article details out the st... (2018)

Please read through the following Prerequisites and Prework sections before beginning Machine Learning Crash Course, to ensure you are prepared to ... (2018)

Neural networks are a more sophisticated version of feature crosses. In essence, neural networks learn the appropriate feature crosses for you. (2018)

This is lecture 1 of course 6.S094: Deep Learning for Self-Driving Cars (2018 version). This class is free and open to everyone. It is an introduct... (2018)

Nielsen, M. 2017. Neural Networks and Deep Learning. [Online] EBook. Available “Neural Networks and Deep Learning is a free online book. The boo... (2017)

The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep lear... (2017)

A collection of best practices for Deep Learning for a wide array of Natural Language Processing tasks. (2017)

Posted by Alexander Mordvintsev, Software Engineer, Christopher Olah, Software Engineering Intern and Mike Tyka, Software Engineer Update ... (2017)

In this post, we’ll teach a neural network how to code a basic a HTML and CSS website based on a picture of a design mockup. "Within three years... (2018)

Neural networks provide powerful new tools for modeling language, and have been used both to improve the state-of-the-art in a number of tasks and ... (2017)

Machine Learning Crash Course, University of California, Berkeley: 04 Feb 2017 » Machine Learning Crash Course: Part 3, Neural networks (2017)

Andrej Karpathy blog: Hi there, I’m a CS PhD student at Stanford. I’ve worked on Deep Learning for a few years as part of my research and among sev... (2017)

(We teach in University of San Francisco's MS in Data Science program and have other nefarious projects underway. You might know Terence as the cre... (2018)

by Terence Parr and Jeremy Howard (We teach in University of San Francisco's MS in Data Science program and have other nefarious projects underw... (2018)

How I went from Apple Genius to Startup Failure to Uber Driver to Machine Learning Engineer "Every week it seems like Google or Facebook are rel... (2018)

In the fall of 2016, I was a Teaching Fellow (Harvard's version of TA) for the graduate class on "Advanced Topics in Data Science (CS209/109)" at H... (2018)

A simple explanation of how they work and how to implement one from scratch in Python. Here’s something that might surprise you: neural networks... (2019)

3Blue1Brown 2.9M subscribers But what is a Neural Network? | Deep learning, chapter 1 ... (2020)

We're releasing Practical Deep Learning for Coders (2020), fastai v2, fastcore, fastscript, and fastgpu. (2020)