Big Data Introduction Yarn MapReduce Basics HDFS - Hadoop Distributed File System Project - Sentiment Analysis in Hive Apache Spark - Key Value RDD Support Vector Machines Classification Decision Trees Dimensionality Reduction Project - Deploy Machine Learning models to production Big Data Introduction Yarn MapReduce Basics HDFS Hive - Project Apache Spark - Key Value RDD Spark Project - Log Parsing NumPy for Machine Learning 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 Project - End-to-End Project Hands On with TensorFlow Artificial Neural Network Training Deep Neural Nets Convolutional Neural Nets Recurrent Neural Networks Dimensionality Reduction Linux Basics Python Project - Churn Emails 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