Machine Learning & Self-Driving Cars: Bootcamp with Python

Interested in Machine Learning or Self–Driving Cars (i.e. Tesla)? Then this course is for you!

This course has been designed by a professional Data Scientist, expert in Autonomous Vehicles, with the goal of sharing my knowledge and help you understand how Self–Driving Cars work in a simple way.

Each topic is presented at three levels:

Introduction: the topic will be presented, initial intuition about it

Hands–On: practical lectures where we will learn by doing

[Optional] Deep dive: going deep into the maths to fully understand the topic

What tools will we use in the course?

Python: probably the most versatile programming language in the world, from websites to Deep Neural Networks, all can be done in Python

Python libraries: matplotlib, OpenCV, numpy, scikit–learn, keras, … (those libraries make the possibilities of Python limitless)

Webots: a very powerful simulator, which free and open source but can provide a wide range of simulation scenarios (Self–Driving Cars, drones, quadrupeds, robotic arms, production lines, …)

Who this course is for?

All–levels: there is no previous knowledge required, there is a section that will teach you how to program in Python

Maths/logic: High–school level is enough to understand everything!

Sections:

[Optional] Python sections: How to program in python, and how to use essential libraries