math and science Archives - Lazy Programmer

[NEW COURSE] Math 0-1: Probability for Data Science & Machine Learning

Hello friends! Click here if you don’t want to read my little spiel:...

[NEW COURSE] Math 0-1: Matrix Calculus for Data Science & Machine Learning

Hello friends! Click here if you don't want to read my little spiel: https://deeplearningcourses.com/c/matrix-calculus-machine-learning Over...

[NEW COURSE] Math 0-1: Linear Algebra for Data Science & Machine Learning

Hello friends! Click here if you don't want to read my little spiel: https://deeplearningcourses.com/c/linear-algebra-data-science Alternate...

[NEW COURSE] Math 0-1: Calculus for Data Science & Machine Learning

Hello friends! I am back with a new course. Fun fact: people have been requesting this course for... about 7 years now (since I first started...

FREE Exercise: Predict Stocks with News, + Other ML News

TL;DR: this is an article about how to predict stocks using the news. In this article, we are going to do an exercise involving my 2 current...

Why do you need math for machine learning and deep learning?

In this article, I will demonstrate why math is necessary for machine learning, data science, deep learning, and AI. Most of my students have...

How to Build Your Own Computer Science Degree

Note: You can find the video lecture for this article at https://youtu.be/C-RZUWOBDpY Summary of the video: The...

What Level of Probability for Machine Learning?

LINK TO THE VIDEO: https://www.youtube.com/watch?v=5Iq7tcrTnWA In this video, I describe the different levels of probability, and which is the...

Linear Regression in the Wild – AV1: Next Generation Video Codec

A lot of students come up to me and ask about when they're going to learn the latest and greatest new deep learning algorithm. Sometimes, it's...

$10 Deep Learning Courses (+more) July Special part 2!

Since I am still busy hacking away at my next course, we are going to do another HUGE sale. ALL courses on Udemy are now $10. Take this opportunity...

AI news of the week: Tensorflow Object Detection API and Free Online Data Science Books

Tensorflow Object Detection API Summary: Creating accurate machine learning models capable of localizing and identifying multiple objects in a...

New machine learning course! Cluster Analysis and Unsupervised Machine Learning in Python

[Scroll to the bottom if you want to jump straight to the coupon] Cluster analysis is a staple of unsupervised machine learning and data...

New Deep Learning course: Modern Deep Learning in Python

Shut up and gimme the link!: https://deeplearningcourses.com/c/data-science-deep-learning-in-theano-tensorflow/ This course continues where my...

Covariance Matrix: Divide by N or N-1?

This is a statistics post. It's probably very boring. I am posting it for my own reference, because I seem to forget how this is derived every time I...

The Simpsons: Tapped Out and Prisoner’s Dilemma

I have to admit that, despite all this science-y stuff I do, I still have my vices. You know when you're just sitting there waiting for the train...

Big Mac Index

Source Food for thought: Economists use the price of a Big Mac to determine if a country’s currency is undervalued or...

Linear Regression

Code for this tutorial is here: http://bit.ly/2IV9BGW Prerequisites for understanding this material: calculus (taking partial...