Medium

Luis Serrano

1.94K followers

Luis Serrano

·

Jun 11, 2024

The Bessel correction term, the n-1, and a different way to look at variance

In this post, I will tell you why you should divide by n-1 instead of n to obtain a good estimate for the variance. If you’d like a…

The Bessel correction term, the n-1, and a different way to look at variance

Luis Serrano

·

Sep 16, 2022

Splitting Data by Asking Questions: decision trees

Recommendation systems are one of the most common and exciting applications in machine learning. Ever wonder how Netflix recommends movies…

Splitting Data by Asking Questions: decision trees

Luis Serrano

·

Mar 23, 2022

Using Probability to its Maximum: The naive Bayes model

This article discusses the Bayes theorem and the naïve Bayes model. This is Chapter 8 on the book Grokking Machine Learning.

Using Probability to its Maximum: The naive Bayes model

Luis Serrano

·

Jan 5, 2022

A quick tour of machine learning

This article dives into machine learning: how it works and what it can be used for.

A quick tour of machine learning

In

Udacity Inc

by

Luis Serrano

·

Apr 16, 2018

Artificial Intelligence Nanodegree Program: What You’ll Learn

Learn essential Artificial Intelligence concepts from AI experts like Peter Norvig and Sebastian Thrun!

Artificial Intelligence Nanodegree Program: What You’ll Learn

In

Udacity Inc

by

Luis Serrano

·

Apr 9, 2018

Natural Language Processing Nanodegree Program: What You’ll Learn

Specialize in the incredible field of Natural Language Processing, and save on your tuition when you enroll by April 10th!

Natural Language Processing Nanodegree Program: What You’ll Learn

In

Udacity Inc

by

Luis Serrano

·

Nov 5, 2017

Shannon Entropy, Information Gain, and Picking Balls from Buckets

My goal is to understand the concept of entropy, and I always try to explain complicated concepts using fun games, so here we go!

Shannon Entropy, Information Gain, and Picking Balls from Buckets

In

Udacity Inc

by

Luis Serrano

·

Apr 19, 2017

AI Nanodegree Program Syllabus: Term 2 (Deep Learning), In Depth

Here at Udacity, we are tremendously excited to announce the kick-off of the second term of our Artificial Intelligence Nanodegree program.

AI Nanodegree Program Syllabus: Term 2 (Deep Learning), In Depth

In

Chatbots Life

by

Luis Serrano

·

Dec 27, 2016

A friendly introduction to Neural Networks and Deep Learning

In it, we introduce a pictorial way to understand the main concepts of deep learning: Gradient descent, activation functions, logistic…

In

Udacity Inc

by

Luis Serrano

·

Oct 25, 2016

Interested in Machine Learning?

Want to learn more? There are actually 19 videos included in this playlist, covering topics like Linear Regression, Neural Networks…

Interested in Machine Learning?

Luis Serrano

Luis Serrano

1.94K followers

Author of Grokking Machine Learning. AI Scientist and Popularizer. YouTuber. Ex Google, Apple, Udacity. PhD in Mathematics

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