Course Overview Analytics and Data Sciences The underpinnings of ML Machine Learning Prerequisites (Numpy) Pandas for Machine Learning Project - Churn Emails Inbox with Python Getting Started with Git Foundations of Python Artificial Neural Networks - MCQs Data Visualization with Matplotlib Project - Introduction to Transfer Learning (Cat vs Non-cats Project) Project - How to Build a Neural Network for Image Classification with TensorFlow Project - Training from Scratch vs Transfer Learning Project - Autoencoders for MNIST Fashion Project - Image Classification with Pre-trained Keras models Project - Mask R-CNN with OpenCV for Object Detection End-to-End ML Project - California Housing Introduction to ML End-to-End Project Machine Learning Algorithms Artificial Neural Networks Training Deep Neural Networks Loading and Preprocessing Data with TensorFlow Convolutional Neural Network Natural Language Processing Autoencoders and GANs Reinforcement Learning