Big Data Introduction MapReduce Programming Pig & Pig Latin NoSQL HBase Sqoop Flume Oozie Project - Writing Spark Applications 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 Graph Processing With Spark Dimensionality Reduction Unsupervised Machine Learning Project - Deploy Machine Learning models to production Pandas for Machine Learning Introduction to DevOps and it's tools Big Data Introduction MapReduce Programming Pig & Pig Latin NoSQL HBase Sqoop Flume Oozie Scala Project - Writing Spark Applications 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 Java Essentials Spark Project - Log Parsing Graph Processing With Spark Project - Hive - Visualization with Tableau Project - Hive - NYSE Hive Project - Visualization Hive Project - NYSE Live Recordings - Big Data with Hadoop Live Recordings - Big Data with Spark-Scala 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 Recurrent Neural Networks Dimensionality Reduction Linux Basics Python Project - Churn Emails Git Version Control (Advanced Git Topics) Getting Started with Git Docker Container Docker Swarm Foundations of Python Project - Noise removal from images Ansible Foundations of Python Kubernetes Project - Building Spam Classifier Project - Predicting Titanic Passenger Survival using Machine Learning and Python Terraform Jenkins Monitoring tools - Graffana and Prometheus Hive Docker MCQs Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN What's Next? Project - Building a CNN Classifier using TensorFlow 2 for MNIST Fashion Dataset Project - Image Classification with Pre-trained InceptionV3 Network