Machine Learning Resources

Video Introduction to Machine Learning

Google CoLab Introduction

Academic/Papers and ML Resources

Pandas for Data Analysis by Example

DataWars.IO provides an excellent introduction to Pandas and Python using their own interactive platform that includes both an IDE as well as interactive exercises and now a video walk-through, as well. The link to the DataWars.io course on their interactive platform (you should register with a disposable email address) is below, as well:

YouTube General Math/ML

Python, Linear Algebra/Math, Statistics introduction:

Probability

Statistics

Linear Algebra

Python

Initial Lab References

If this is your first time using Python, you can also see some of the following links for videos/tutorials, including Python for data science:

TIPS

If the Advanced List Comprehension examples reference link isn’t working when you try it, please do try this permanent link to it instead.

Datasets with Business Problems

Project Topics and Datasets