Big Data Introduction NoSQL HBase 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 Streaming Spark On Cluster Adv Spark Programming Support Vector Machines Classification Decision Trees Ensemble Learning and XGBoost Graph Processing With Spark Dimensionality Reduction Project - Deploy Machine Learning models to production Big Data Introduction NoSQL HBase Sqoop Flume Scala DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Hive - Project Spark Streaming Spark On Cluster Adv Spark Programming Spark Project - Log Parsing Graph Processing With Spark Project - Deploy Machine Learning models to production Introduction to ML Support Vector Machines Reinforcement Learning Classification Project - Bike Rental Forecasting - Basic 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 Linux Basics Python Project - Churn Emails Hive What's Next? Project - Building a CNN Classifier using TensorFlow 2 for MNIST Fashion Dataset Project - Image Classification with Pre-trained InceptionV3 Network