Linux Basics Introduction to ML Classification Dimensionality Reduction Machine Learning Process Analytics and Data Sciences The underpinnings of ML Challenges in Machine Learning Project Design & Constructs 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 Convolutional Neural Networks Training Deep Neural Networks Custom Models and Training with TensorFlow Loading and Preprocessing Data with TensorFlow Project - Introduction to Neural Style Transfer using Deep Learning & TensorFlow 2 (Art Generation Project) Project - How to Build a Neural Network for Image Classification with TensorFlow Project - Training from Scratch vs Transfer Learning Project - Mask R-CNN with OpenCV for Object Detection End-to-End ML Project - California Housing Convolutional Neural Network for NLP Specialization Introduction to ML Classification Processing Sequences with RNNs and CNNs Autoencoders and GANs End-to-End Machine Learning Project Getting Started with Numpy Getting Started with Pandas ML Prerequisites - Matplotlib Artificial Neural Network Machine Learning Algorithms Training Models MCQs Support Vector Machines MCQs Decision Trees MCQs Ensemble Learning and XGBoost MCQs