Big Data Introduction Pig & Pig Latin NoSQL 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 On Cluster Adv Spark Programming Support Vector Machines Classification Decision Trees Ensemble Learning and XGBoost Graph Processing With Spark Dimensionality Reduction Unsupervised Machine Learning Project - Deploy Machine Learning models to production Big Data Introduction Pig & Pig Latin NoSQL Sqoop Flume Oozie DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Hive - Project Spark On Cluster Adv Spark Programming Java Essentials Spark Project - Log Parsing Graph Processing With Spark Project - Deploy Machine Learning models to production Introduction to ML Support Vector Machines Reinforcement Learning Classification Unsupervised Machine Learning Decision Trees Ensemble Learning and XGBoost Project - End-to-End Project Artificial Neural Network Training Deep Neural Nets Convolutional Neural Nets Dimensionality Reduction Project - Cats classifier Python Project - Churn Emails Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN