Big Data Introduction MapReduce Programming Pig & Pig Latin NoSQL Sqoop Flume Oozie Yarn MapReduce Basics HDFS - Hadoop Distributed File System Lab Overview Project - Sentiment Analysis in Hive Spark Streaming Spark On Cluster Adv Spark Programming Java Essentials Spark Project - Log Parsing Graph Processing With Spark Introduction to AI and Machine Learning Machine Learning Process Analytics and Data Sciences Challenges in Machine Learning Project Unsupervised Machine Learning End to End Project - Classification Big Data Introduction Spark Project - Log Parsing Project - Churn Emails Inbox with Python Git Version Control (Advanced Git Topics) Getting Started with Git Artificial Neural Networks - MCQs Hive Hive Introduction to ML Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN Convolutional Neural Networks Artificial Neural Networks - MCQs Custom Models and Training with TensorFlow Loading and Preprocessing Data with TensorFlow Natural Language Processing - MCQs Reinforcement Learning - MCQs Project - Credit Card Fraud Detection using Machine Learning End-to-End ML Project - California Housing Convolutional Neural Network for NLP Specialization Classification End-to-End Machine Learning Project Git Version Control (Basic to Advanced) End to End Project - Regression (Studio Recorded) End to End Project - Classification (Studio Recorded) Getting Started with various Tools 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