Big Data Introduction Apache ZooKeeper NoSQL HBase Sqoop Flume Oozie DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS - Hadoop Distributed File System Lab Overview Project - Sentiment Analysis in Hive Spark Streaming Spark On Cluster Adv Spark Programming Introduction to ML Support Vector Machines Loading and Saving Data Spark Project - Log Parsing Training Models Graph Processing With Spark SQL Tutorial Analytics and Data Sciences 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 Git Version Control (Advanced Git Topics) Getting Started with Git Project - Noise removal from images 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 End-to-End ML Project - California Housing Introduction to Artificial Intelligence, Machine Learning and Deep Learning Classification End-to-End Machine Learning Project Git Version Control (Basic to Advanced) Getting Started with Numpy Getting Started with Pandas ML Prerequisites - Matplotlib End to End Project - Classification (Studio Recorded) Artificial Neural Network Machine Learning Algorithms Training Models MCQs Support Vector Machines MCQs Decision Trees MCQs Ensemble Learning and XGBoost MCQs