Big Data Introduction NoSQL HBase Sqoop Flume Oozie DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS - Hadoop Distributed File System Lab Overview Project - Sentiment Analysis in Hive Apache Spark - Key Value RDD Spark Streaming Spark On Cluster Adv Spark Programming Support Vector Machines Classification Loading and Saving Data Training Models Decision Trees Ensemble Learning and XGBoost Graph Processing With Spark Dimensionality Reduction Unsupervised Machine Learning Project - Deploy Machine Learning models to production Pandas for Machine Learning Big Data Introduction NoSQL HBase Sqoop Flume Oozie Scala 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 Java Essentials Spark Project - Log Parsing Graph Processing With Spark NumPy for Machine Learning Project - Deploy Machine Learning models to production Introduction to ML Support Vector Machines Pandas for Machine Learning Classification Project - Bike Rental Forecasting - Basic Unsupervised Machine Learning Project - Fashion MNIST Training Models Decision Trees Ensemble Learning and XGBoost Project - End-to-End Project Dimensionality Reduction Linux Basics Python Project - Churn Emails Foundations of Python Foundations of Python 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