Linux Basics Introduction to ML Support Vector Machines Training Models Decision Trees Ensemble Learning and XGBoost Dimensionality Reduction Introduction to AI and Machine Learning Machine Learning Process Analytics and Data Sciences End to End Project - Regression 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 Project - Classify Clothes from Fashion MNIST Dataset using Machine Learning Techniques Design & Constructs Machine Learning Prerequisites (Numpy) Pandas for Machine Learning Understanding Computer Vision (Complimentary Lecture) Project - Churn Emails Inbox with Python Getting Started with Git Foundations of Python Project - Predicting Titanic Passenger Survival using Machine Learning and Python Training Deep Neural Networks End-to-End ML Project - California Housing Project- Find the Celebrity who Looks like You using Computer Vision Git Version Control (Basic to Advanced) Getting Started with various Tools End-to-End ML Project- Beginner friendly Project - Building a RAG Chatbot from Your Website Data using OpenAI, Langchain and Vector Database Word Embeddings and Sentiment Analysis Using Large Language Models Introduction to Generative AI