Linux Basics Big Data Introduction Apache ZooKeeper Apache Spark Basics Yarn MapReduce Basics HDFS - Hadoop Distributed File System Project - Sentiment Analysis in Hive Apache Spark - Key Value RDD Loading and Saving Data Spark Project - Log Parsing Analytics and Data Sciences 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 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 Apache Spark Basics with Python Classification End-to-End Machine Learning Project Getting Started with Numpy Getting Started with Pandas ML Prerequisites - Matplotlib 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