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 Apache Spark - Key Value RDD Spark Streaming Spark On Cluster Adv Spark Programming Support Vector Machines Loading and Saving Data Training Models Decision Trees Ensemble Learning and XGBoost Graph Processing With Spark 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 Apache Spark - Key Value RDD Spark Streaming Spark On Cluster Adv Spark Programming Loading and Saving Data Spark Project - Log Parsing Graph Processing With Spark Project - Deploy Machine Learning models to production Introduction to ML Support Vector Machines Reinforcement Learning Training Models 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 Python Project - Churn Emails Project - Noise removal from images 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 Project - Image Classification with Pre-trained InceptionV3 Network