This article discusses the Bayes theorem and the naïve Bayes model. This is Chapter 8 on the book Grokking Machine Learning. Check out the author’s YouTube channel Serrano.Academy for lots of machine learning videos! Here is a video of the material in this article: Take 40% off Grokking Machine…

This article dives into machine learning: how it works and what it can be used for. Take 40% off Grokking Machine Learning by entering fccserrano into the discount code box at checkout at manning.com. Check out the author’s YouTube channel Serrano.Academy for lots of machine learning videos! Machine learning is…

Learn essential Artificial Intelligence concepts from AI experts like Peter Norvig and Sebastian Thrun, including search, optimization, planning, pattern recognition, and more! — What an incredible time of discovery and innovation this is! For the first time in history, we are pushing computer technology forward to the point where computers can develop abilities on par with humans — they can play complex games, accurately analyze and categorize images, and even understand spoken language.

Specialize in this incredible field, and save on your tuition when you enroll by April 10th! — Natural Language Processing (NLP) represents one of the great technological breakthroughs in all of human history. For the first time, computers are developing the ability to understand human language as we speak it, and the implications are staggering. Information As a democratizing influence, it’s almost impossible to conceive of the potential…

I’m a curriculum developer for the Machine Learning Nanodegree Program at Udacity. Given our promise to students that they’ll always be learning the most valuable and the most cutting-edge skills, it’s incumbent upon me to always be looking for ways to upgrade our content. After all, we can’t possibly teach…

Here at Udacity, we are tremendously excited to announce the kick-off of the second term of our Artificial Intelligence Nanodegree program. Why are we excited? Because we are able to provide a depth of education that is commensurate with university education; because we are bridging the gap between universities and…

In it, we introduce a pictorial way to understand the main concepts of deep learning: Gradient descent, activation functions, logistic regression, and neural networks. No heavy math background required. Comments, suggestions, questions are welcome. And if you liked it, please help me share it!

Interested in Machine Learning? Then we invite you to check out this very friendly introduction we made at Udacity! Want to learn more? There are actually 19 videos included in this playlist, covering topics like Linear Regression, Neural Networks, Hierarchical Clustering, and more. Really got the Machine Learning fever? Then consider enrolling in our Machine Learning Nanodegree program. It’s the best way to learn everything you need to know to become a successful Machine Learning Engineer!