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 Streaming 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 Scala DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Hive - Project Spark Streaming Spark On Cluster Adv Spark Programming 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 Project - Fashion MNIST Decision Trees Ensemble Learning and XGBoost Project - End-to-End Project Hands On with TensorFlow Artificial Neural Network Training Deep Neural Nets Convolutional Neural Nets Recurrent Neural Networks Dimensionality Reduction Project - Cats classifier Linux Basics Python Project - Churn Emails Project - Noise removal from images Hive