How Gradient Descent Helps Neural Networks Learn

How Gradient Descent Helps Neural Networks Learn

3Blue1Brown has a great video exploring neural networks and the important role that gradient descent plays in machine learning. Details
TensorFlow Machine Learning for Programmers

TensorFlow Machine Learning for Programmers

In this talk from the most recent O’Reilly AI Conference, Laurence Moroney from Google talked about Machine Learning, AI, Deep Learning and more, and how... Details
How to Get Started in Machine Learning

How to Get Started in Machine Learning

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Andrew Ng on Building a Career in Machine Learning

Andrew Ng on Building a Career in Machine Learning

The one and only Andrew Ng offers career advice for those interested in machine learning in this interview by ACM. Details
How Shazam Works

How Shazam Works

Here's an interesting look at the engineering behind Shazam, the song recognition service.  Details
Windows Machine Learning: Models and Features

Windows Machine Learning: Models and Features

Killian and Rosane along with guest star Rufus the robot! discuss loading models and understanding how to determine a given model's expected inputs and output... Details
The Mathematics Needed to Make a Computer Learn

The Mathematics Needed to Make a Computer Learn

Here's an interesting video on the magic math behind machine learning and AI. Details
Using TensorFlow’s High-Level APIs: Part 1 – Loading Data

Using TensorFlow’s High-Level APIs: Part 1 – Loading Data

TensorFlow Engineering Manager Karmel Allison walks through different scenarios using TensorFlow’s high-level APIs. Building a ML model takes a lot of time, effort, and often... Details
What is Machine Learning?

What is Machine Learning?

In this first episode of Cloud AI Adventures, Yufeng Guo explains machine learning from the ground up with concrete examples. Details
Overview of Windows Machine Learning

Overview of Windows Machine Learning

What is Windows Machine Learning and why should you care? In this video, Killian and Rosane walk through these questions and clarify the positioning and... Details