Big Data Introduction Pig & Pig Latin NoSQL Sqoop Flume Scala DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Hive - Project Spark On Cluster Adv Spark Programming Spark Project - Log Parsing Graph Processing With Spark Hive Project - Visualization Hive Project - NYSE NumPy for Machine Learning Project - Deploy Machine Learning models to production Introduction to ML Support Vector Machines Pandas for Machine Learning Classification Unsupervised Machine Learning Project - Fashion MNIST Training Models Decision Trees Ensemble Learning and XGBoost Project - End-to-End Project Hands On with TensorFlow Artificial Neural Network Training Deep Neural Nets Convolutional Neural Nets Recurrent Neural Networks Dimensionality Reduction Project - Cats classifier Linux Basics Python Project - Churn Emails Project - Noise removal from images Project - Building Spam Classifier Hive Introduction to DevOps and it's tools Docker MCQs Big Data Introduction Pig & Pig Latin NoSQL 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 On Cluster Adv Spark Programming Support Vector Machines Classification 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 Project - Hive - Visualization with Tableau Project - Hive - NYSE Project - How to Build a Sentiment Classifier using Python and IMDB Reviews