Big Data Introduction Apache ZooKeeper NoSQL Sqoop Flume Oozie Machine Learning With Spark Yarn MapReduce Basics Lab Overview Loading and Saving Data Graph Processing With Spark Dimensionality Reduction SQL Tutorial Introduction to AI and Machine Learning Analytics and Data Sciences End to End Project - Regression End to End Project - Classification Project - Forecast Bike Rentals Machine Learning Prerequisites (Numpy) Pandas for Machine Learning Big Data Introduction Project - Churn Emails Inbox with Python Git Version Control (Advanced Git Topics) Getting Started with Git Foundations of Python Artificial Neural Networks - MCQs Project - Predicting Titanic Passenger Survival using Machine Learning and Python Data Visualization with Matplotlib Introduction to ML Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN Artificial Neural Networks - MCQs Project - Credit Card Fraud Detection using Machine Learning What's Next? End-to-End ML Project - California Housing Project- Predicting Noisy Images using KNN Classifier Classification End-to-End Machine Learning Project Git Version Control (Basic to Advanced) Getting Started with Numpy Getting Started with Pandas ML Prerequisites - Matplotlib End to End Project - Classification (Studio Recorded) Session Recordings - Executive PG Certificate Programs in AI, DS, and MLOps Artificial Neural Network Machine Learning Algorithms Training Models MCQs Support Vector Machines MCQs Decision Trees MCQs Ensemble Learning and XGBoost MCQs Big Data Q/A Session Recordings