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 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, Matplotlib
