Big Data Introduction MapReduce Programming Pig & Pig Latin NoSQL HBase Sqoop Flume Oozie Project - Writing Spark Applications Yarn MapReduce Basics HDFS - Hadoop Distributed File System Project - Sentiment Analysis in Hive Apache Spark - Key Value RDD Spark On Cluster Support Vector Machines Classification Training Models Decision Trees Ensemble Learning and XGBoost Dimensionality Reduction Unsupervised Machine Learning Project - Deploy Machine Learning models to production Big Data Introduction MapReduce Programming Pig & Pig Latin NoSQL HBase Sqoop Flume Oozie Apache Spark Basics Project - Writing Spark Applications Yarn MapReduce Basics HDFS Hive - Project Apache Spark - Key Value RDD Spark On Cluster Spark Project - Log Parsing NumPy for Machine Learning Project - Deploy Machine Learning models to production Introduction to ML Support Vector Machines Classification Project - Bike Rental Forecasting - Basic Unsupervised Machine Learning Training Models Decision Trees Ensemble Learning and XGBoost Project - End-to-End Project Dimensionality Reduction Project - Cats classifier Python Project - Churn Emails Project - Noise removal from images Project - Building Spam Classifier Project - Predicting Titanic Passenger Survival using Machine Learning and Python Hive Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN Introduction to Artificial Intelligence, Machine Learning and Deep Learning Project - Building a CNN Classifier using TensorFlow 2 for MNIST Fashion Dataset Project - Image Classification with Pre-trained InceptionV3 Network