Big Data Introduction NoSQL Sqoop Flume Oozie Yarn MapReduce Basics HDFS - Hadoop Distributed File System Project - Sentiment Analysis in Hive Apache Spark - Key Value RDD Spark Streaming Support Vector Machines Classification Loading and Saving Data Training Models Decision Trees Dimensionality Reduction Pandas for Machine Learning Big Data Introduction NoSQL Sqoop Flume Oozie Apache Spark Basics Yarn MapReduce Basics HDFS Hive - Project Apache Spark - Key Value RDD Spark Streaming Loading and Saving Data Spark Project - Log Parsing Project - Hive - Visualization with Tableau Project - Hive - NYSE Hive Project - Visualization Hive Project - NYSE NumPy for Machine Learning Introduction to ML Support Vector Machines Pandas for Machine Learning Reinforcement Learning Classification Project - Bike Rental Forecasting - Basic Project - Fashion MNIST Training Models Decision Trees Project - End-to-End Project Hands On with TensorFlow 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 Project - Image Classification with Pre-trained InceptionV3 Network