Udemy – Machine Learning & Self-Driving Cars: Bootcamp with Python 2023-8

Published on: 2024-10-17 01:03:35

Categories: 28

Descriptions

Machine Learning & Self-Driving Cars: Bootcamp with Python, 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. Introduction [Beginner]: the topic will be presented, initial intuition about it. Hands-On [Intermediate]: practical lectures where we will learn by doing. Deep dive [Expert/Optional]: 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, …)

What you’ll learn

Master Machine Learning and Python
Learn how to apply Machine Learning algorithms to develop a Self-Driving Car from scratch
Understand why Deep Learning is such a revolution and use it to make the car drive like a human (Behavioural Cloning)
Simulate a Self-Driving car in a realistic environment using multiple techniques (Computer Vision, Convolution Neural Networks, …)
Create strong added value to your business
Gentle introduction to Machine Learning where all the key concepts are presented in an intuitive way
Code Deep Convolutional Neural Networks with Keras (the most popular library)

Who this course is for

All-levels, every section is separated with three levels: Introduction, Hands-On, Deep Dive
Any student who wants to transition into the field of artificial intelligence
Entrepreneurs with an interest in working on some of the most cutting edge technologies
To upgrade or get a job in the Automotive / Data Science domain
Any people who want to create added value to their business by using powerful Machine Learning tools