Big Data Introduction Apache ZooKeeper NoSQL HBase Sqoop Flume DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS - Hadoop Distributed File System Project - Sentiment Analysis in Hive Spark Streaming Spark On Cluster Support Vector Machines Classification Training Models Decision Trees Graph Processing With Spark Dimensionality Reduction Project - Deploy Machine Learning models to production Pandas for Machine Learning Big Data Introduction NoSQL HBase Sqoop Flume DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Hive - Project Spark On Cluster Spark Project - Log Parsing Graph Processing With Spark Project - Deploy Machine Learning models to production Introduction to ML Support Vector Machines Pandas for Machine Learning Classification Project - Bike Rental Forecasting - Basic Training Models Decision Trees Project - End-to-End Project Dimensionality Reduction Linux Basics Python Project - Churn Emails Hive Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN Project - Building a CNN Classifier using TensorFlow 2 for MNIST Fashion Dataset