Self-driving car project that includes topics around CV and ML. This repository doesn't share the course material, it is used to assignments and testing the logic behind the course. The goal is to learn the objectives (deepen coding experience with Python, use correct libraries/dependencies & start learning other consepts) and complete the given tasks in the course material.
- Install Python 3.7 & Anaconda distribution (includes data science, machine learning, and AI packages)
- Basic & Advanced Python exercises
- Computer Vision topics
- Machine Learning topics
- Keras
- Deep Neural Networks
- Multiclass Classification
- MNIST
- Convolutional Neural Networks
- Classifying Road Symbols
- Polynomial Regression
- Behavioural Cloning
The Complete Self-Driving Car Course - Applied Deep Learning