Big Data Introduction NoSQL HBase Sqoop Flume DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS - Hadoop Distributed File System Project - Sentiment Analysis in Hive Apache Spark - Key Value RDD Spark Streaming Spark On Cluster Adv Spark Programming Support Vector Machines Classification Loading and Saving Data Training Models Decision Trees Ensemble Learning and XGBoost End-to-End Project- Self contained Graph Processing With Spark Dimensionality Reduction Project - Forecast Bike Rentals Unsupervised Machine Learning Project - Deploy Machine Learning models to production Big Data Introduction NoSQL HBase Sqoop Flume Scala Apache Spark Basics DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Hive - Project Apache Spark - Key Value RDD Spark Streaming Spark On Cluster Adv Spark Programming Loading and Saving Data Spark Project - Log Parsing Graph Processing With Spark 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 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 Recurrent Neural Networks Dimensionality Reduction Linux Basics Python Project - Churn Emails Project - Churn Emails Inbox with Python Foundations of Python Foundations of Python Hive Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN End-to-End ML Project - California Housing Project - Building a CNN Classifier using TensorFlow 2 for MNIST Fashion Dataset Project - Image Classification with Pre-trained InceptionV3 Network