Big Data Introduction Apache ZooKeeper NoSQL HBase Sqoop Flume Oozie Apache Spark Basics Yarn MapReduce Basics HDFS - Hadoop Distributed File System Lab Overview Project - Sentiment Analysis in Hive Spark Project - Log Parsing Dimensionality Reduction Introduction to AI and Machine Learning Machine Learning Process 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 Spark Project - Log Parsing Project - Churn Emails Inbox with Python 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 Hive Hive Introduction to ML Artificial Neural Networks - MCQs What's Next? End-to-End ML Project - California Housing Classification End-to-End Machine Learning Project 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