Machine Learning & Self-Driving Cars: Bootcamp with Python

Combine the power of Machine Learning, Deep Learning and Computer Vision to make a Self-Driving Car!

What you'll learn

Master Machine Learning and PythonLearn how to apply Machine Learning algorithms to develop a Self-Driving Car from scratchUnderstand 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, .

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)Create strong added value to your businessGentle introduction to Machine Learning where all the key concepts are presented in an intuitive wayCode Deep Convolutional Neural Networks with Keras (the most popular library)Learn to apply Computer Vision and Deep Learning techniques to build automotive related algorithmsUnderstand how Self Driving Cars work (sensors, actuators, speed control, .

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)Learn to code in Python starting from the very beginningPython libraires: NumPy, Sklearn (Scikit-Learn), Keras, OpenCV, Matplotlib

Requirements

Any student with basic physics and mathematics knowledge can join (all skill levels are welcome)

Prior programming experience is

N

O

T necessary

Description

* 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)* Learn to apply Computer Vision and Deep Learning techniques to build automotive related algorithms* Understand how Self Driving Cars work (sensors, actuators, speed control, ...)* Learn to code in Python starting from the very beginning* Python libraires: NumPy, Sklearn (Scikit-Learn), Keras, OpenCV, MatplotlibShow more Show less


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