Big Data Introduction Pig & Pig Latin NoSQL HBase 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 Ensemble Learning and XGBoost Dimensionality Reduction Unsupervised Machine Learning Project - Deploy Machine Learning models to production Pandas for Machine Learning Big Data Introduction Pig & Pig Latin NoSQL HBase Sqoop Flume Oozie Scala 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 Project - Deploy Machine Learning models to production Introduction to ML Support Vector Machines Pandas for Machine Learning Reinforcement Learning Classification Project - Bike Rental Forecasting - Basic 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 Linux Basics Python Project - Churn Emails Foundations of Python Project - Noise removal from images Foundations of Python Project - Building Spam Classifier Project - Predicting Titanic Passenger Survival using Machine Learning and Python 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