Quantum Computers Can Now Do Machine Learning - We Just Need To Build One That Works

Quantum Computers Can Do Machine Learning – We Just Need To Build One That Works

Researchers at IBM have drafted some new algorithms designed specifically to take advantage of quantum computers' unique properties. The only catch is that we still... Details
The Math Required for Machine Learning

The Math Required for Machine Learning

Normally, I say the best way to get started with machine learning is to do machine learning. So, strictly speaking, there's no "required math" to... Details
Unsupervised Learning

Unsupervised Learning

Unsupervised learning is the most exciting subfield of machine learning! Finding structure in unstructured data automatically sounds like a dream come true. In this video,... Details
Machine Learning with No Code

Machine Learning with No Code

Is it possible to use machine learning without needing to code? [Spoiler alert: it is.] Watch this video to see Siraj Raval explore this question... Details
A Step-by-Step Look at Gradient Descent

A Step-by-Step Look at Gradient Descent

Gradient Descent is the workhorse behind much of Machine Learning. When you fit a machine learning method to a training dataset, you're almost certainly using... Details
Machine Learning with Scikit-Learn (Part 2)

Machine Learning with Scikit-Learn (Part 2)

This second part of the tutorial session from SciPy 2018 provides an introduction to machine learning and scikit-learn "from the ground up" –starting with core... Details
Machine Learning with Scikit-Learn (Part 1)

Machine Learning with Scikit-Learn (Part 1)

This tutorial from SciPy 2018 provides an introduction to machine learning and scikit-learn "from the ground up" –starting with core concepts of machine learning, some... Details
Better Together: Humanity + Machine Learning

Better Together: Humanity + Machine Learning

In this talk by a16z operating partner Frank Chen, given at the annual a16z Summit, Chen goes beyond the hype to look forward at how... Details
Machine Learning Books for Beginners

Machine Learning Books for Beginners

In this video, Alva Liu recommends some of her favorite machine learning textbooks. Details
Tools to Scale Your Production Machine Learning

Tools to Scale Your Production Machine Learning

As a machine learning project grows, so should its infrastructure. In this talk, Alejandro Saucedo covers some of the key trends in machine learning operations,... Details