Big Data Introduction Pig & Pig Latin Sqoop Flume Scala Apache Spark Basics DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Hive - Project Spark Streaming Spark On Cluster Adv Spark Programming Java Essentials Graph Processing With Spark Hive Project - NYSE NumPy for Machine Learning Introduction to ML Support Vector Machines Pandas for Machine Learning Classification Unsupervised Machine Learning Training Models Decision Trees Ensemble Learning and XGBoost Project - End-to-End Project Dimensionality Reduction Linux Basics Python Project - Churn Emails Foundations of Python Project - Predicting Titanic Passenger Survival using Machine Learning and Python