Big Data Introduction MapReduce Programming Pig & Pig Latin NoSQL HBase Sqoop Flume Oozie Scala Apache Spark Basics Project - Writing Spark Applications DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Hive - Project Spark Streaming Spark On Cluster Adv Spark Programming Loading and Saving Data Java Essentials Spark Project - Log Parsing Graph Processing With Spark Hive Project - Visualization Hive Project - NYSE Live Recordings - Big Data with Hadoop Live Recordings - Big Data with Spark-Scala NumPy for Machine Learning Project - Deploy Machine Learning models to production Introduction to ML Support Vector Machines Reinforcement Learning Classification Unsupervised Machine Learning Training Models Decision Trees Ensemble Learning and XGBoost Project - End-to-End Project Hands On with TensorFlow Artificial Neural Network Training Deep Neural Nets Recurrent Neural Networks Autoencoders Dimensionality Reduction Project - Cats classifier Linux Basics Python Project - Churn Emails Project - Building Spam Classifier Project - Predicting Titanic Passenger Survival using Machine Learning and Python Hive Project - Credit Card Fraud Detection using Machine Learning Project - Image Classification with Pre-trained InceptionV3 Network Big Data Introduction MapReduce Programming Pig & Pig Latin NoSQL HBase Sqoop Flume Oozie Project - Writing Spark Applications 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 Spark Streaming Spark On Cluster Adv Spark Programming Introduction to ML Support Vector Machines Classification Loading and Saving Data Java Essentials Training Models Decision Trees Ensemble Learning and XGBoost End-to-End Project- Self contained Graph Processing With Spark Dimensionality Reduction Unsupervised Machine Learning Machine Learning Prerequisites (Numpy) Project - Deploy Machine Learning models to production Pandas for Machine Learning Project - Hive - Visualization with Tableau Project - Hive - NYSE Project - Churn Emails Inbox with Python Training Deep Neural Networks Natural Language Processing Autoencoders and GANs Project - Training from Scratch vs Transfer Learning Introduction to Artificial Intelligence, Machine Learning and Deep Learning