Linux Basics Lab Overview Python Foundations Big Data Introduction Apache ZooKeeper HDFS Yarn MapReduce Basics Hive Hive - Project Sqoop Flume Oozie NoSQL HBase Scala Apache Spark Basics Apache Spark - Key Value RDD Loading and Saving Data Spark Streaming Spark On Cluster Adv Spark Programming DataFrames, Spark SQL, R Machine Learning With Spark Graph Processing With Spark Spark Project - Log Parsing NumPy for Machine Learning Pandas for Machine Learning Introduction to ML End-to-End Project Classification Training Models Support Vector Machines Decision Trees Ensemble Learning Dimensionality Reduction Unsupervised Machine Learning Deploy Machine Learning models to production Hands On with TensorFlow Artificial Neural Network Training Deep Neural Nets Recurrent Neural Networks Autoencoders Reinforcement Learning Python Foundations - Assessments Python Project - Churn Emails