Big Data Introduction Apache ZooKeeper NoSQL HBase Sqoop Flume Oozie Machine Learning With Spark Yarn MapReduce Basics HDFS - Hadoop Distributed File System Lab Overview Classification Graph Processing With Spark Dimensionality Reduction Introduction to AI and Machine Learning Machine Learning Process Analytics and Data Sciences Unsupervised Machine Learning End to End Project - Classification Project - Forecast Bike Rentals Pandas for Machine Learning Big Data Introduction Project - Churn Emails Inbox with Python Foundations of Python Artificial Neural Networks - MCQs Project - Building Spam Classifier Project - Predicting Titanic Passenger Survival using Machine Learning and Python Introduction to ML Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN Artificial Neural Networks - MCQs Reinforcement Learning Project - Credit Card Fraud Detection using Machine Learning End-to-End ML Project - California Housing Project- Predicting Noisy Images using KNN Classifier Classification End-to-End Machine Learning Project Getting Started with Pandas 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