# Machine Learning Fast Track

These online articles a great hands-on introduction to the Machine Learning principles, including the Mathematics background and theoretical principles. You can even follow along, getting started with Python to see ML at work.

**Mathematics for Data Science**

Basic Linear Algebra for Deep Learning

Linear Algebra for Deep Learning (includes some Python)

**Developing in Python**

Quick dive into Pandas for Data Science

The Four Pillars of OOP in Python 3 for Beginners

**Machine Learning**

Few Machine Learning Problems (with Python implementation)

Machine Learning in Python - Part 1

Machine Learning in Python - Part 2

Unsupervised Learning in Python

**ML Libraries**

Time Series Analysis in Python (using Facebook Prophet)

**Great Visualization for Neural Networks**

**Miscellaneous Applications**

K-nearest-neighbors - AirBnB Pricing

**Advanced Structures**