Big Data Introduction Pig & Pig Latin 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 Streaming Spark On Cluster Adv Spark Programming Classification Training Models Decision Trees Ensemble Learning and XGBoost Graph Processing With Spark Dimensionality Reduction Unsupervised Machine Learning Machine Learning Prerequisites (Numpy) Project - Deploy Machine Learning models to production Pandas for Machine Learning Big Data Introduction Pig & Pig Latin Sqoop Flume Scala Apache Spark Basics DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Hive - Project Spark Streaming Spark On Cluster Adv Spark Programming Spark Project - Log Parsing Graph Processing With Spark Project - Hive - NYSE Hive Project - NYSE NumPy for Machine Learning Project - Deploy Machine Learning models to production Introduction to ML Pandas for Machine 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 Dimensionality Reduction Linux Basics Python Project - Churn Emails Foundations of Python Foundations of Python Project - Building Spam Classifier 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