Big Data Introduction NoSQL Sqoop Flume 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 Classification Decision Trees Ensemble Learning and XGBoost Dimensionality Reduction Unsupervised Machine Learning Project - Deploy Machine Learning models to production Big Data Introduction NoSQL Sqoop Flume Scala DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Hive - Project Spark On Cluster Adv Spark Programming Spark Project - Log Parsing Project - Hive - Visualization with Tableau Hive Project - Visualization Project - Deploy Machine Learning models to production Introduction to ML 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 Recurrent Neural Networks Dimensionality Reduction Project - Cats classifier Python Project - Churn Emails Hive Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN