Analytics and Data Sciences The underpinnings of ML Challenges in Machine Learning Project Unsupervised Machine Learning Generalized AI and Real Life Large Projects End to End Project - Classification Project - Forecast Bike Rentals Design & Constructs Pandas for Machine Learning Project - Churn Emails Inbox with Python Git Version Control (Advanced Git Topics) Getting Started with Git Artificial Neural Networks - MCQs Project - Predicting Titanic Passenger Survival using Machine Learning and Python Data Visualization with Matplotlib Introduction to ML Project - Introduction to Transfer Learning (Cat vs Non-cats Project) Project - Stock Closing Price Prediction using Deep Learning, TensorFlow2 & Keras Artificial Neural Networks - MCQs Training Deep Neural Networks Custom Models and Training with TensorFlow Loading and Preprocessing Data with TensorFlow Natural Language Processing - MCQs Reinforcement Learning Reinforcement Learning - MCQs Project - Credit Card Fraud Detection using Machine Learning Project - Training from Scratch vs Transfer Learning Project - Mask R-CNN with OpenCV for Object Detection End-to-End ML Project - California Housing Project- Predicting Noisy Images using KNN Classifier Natural Language Processing Processing Sequences with RNNs and CNNs End-to-End Machine Learning Project Git Version Control (Basic to Advanced) Getting Started with Pandas ML Prerequisites - Matplotlib End to End Project - Classification (Studio Recorded) Artificial Neural Network Machine Learning Algorithms Training Models MCQs Support Vector Machines MCQs Decision Trees MCQs Ensemble Learning and XGBoost MCQs