Apache ZooKeeper NoSQL HBase Sqoop Flume Oozie Apache Spark Basics DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS - Hadoop Distributed File System Project - Sentiment Analysis in Hive Apache Spark - Key Value RDD Spark Streaming Spark On Cluster Adv Spark Programming Loading and Saving Data Graph Processing With Spark Analytics and Data Sciences Project - Forecast Bike Rentals Project - Classify Clothes from Fashion MNIST Dataset using Machine Learning Techniques Big Data Introduction Spark Project - Log Parsing Project - Hive - Visualization with Tableau Project - Hive - NYSE Project - Churn Emails Inbox with Python Getting Started with Git Project - Noise removal from images Foundations of Python Project - Building Spam Classifier Project - Predicting Titanic Passenger Survival using Machine Learning and Python 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 Project- Predicting Noisy Images using KNN Classifier Project- Find the Celebrity who Looks like You using Computer Vision Apache Spark Basics with Python 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 Big Data Q/A Session Recordings