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 Course Overview Lab Overview Project - Sentiment Analysis in Hive Apache Spark - Key Value RDD Spark Streaming Spark On Cluster Adv Spark Programming Introduction to ML Loading and Saving Data Graph Processing With Spark Project - Forecast Bike Rentals Machine Learning Prerequisites (Numpy) Pandas for Machine Learning Big Data Introduction NoSQL HBase Sqoop Flume Oozie Scala Apache Spark Basics DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Hive - Project Apache Spark - Key Value RDD Spark Streaming Spark On Cluster Adv Spark Programming Loading and Saving Data Spark Project - Log Parsing Graph Processing With Spark Introduction to ML Reinforcement Learning Project - Bike Rental Forecasting - Basic Project - End-to-End Project Training Deep Neural Nets Recurrent Neural Networks Autoencoders Linux Basics Python Project - Churn Emails Project - Churn Emails Inbox with Python Hive Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN References Project - Image Classification with Pre-trained InceptionV3 Network