Big Data Introduction Apache ZooKeeper NoSQL HBase Sqoop Flume Oozie Yarn MapReduce Basics HDFS - Hadoop Distributed File System Course Overview Lab Overview Project - Sentiment Analysis in Hive Support Vector Machines Classification Training Models Decision Trees Dimensionality Reduction Unsupervised Machine Learning Machine Learning Prerequisites (Numpy) Project - Deploy Machine Learning models to production Pandas for Machine Learning Introduction to DevOps and it's tools Project - Hive - NYSE Project - Deploy Machine Learning models to production Introduction to ML Support Vector Machines Reinforcement Learning Classification Unsupervised Machine Learning Project - Fashion MNIST Training Models 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 Project - Classify Clothes Project - Cats classifier Linux Basics Python Project - Churn Emails Project - Churn Emails Inbox with Python Git Version Control (Advanced Git Topics) Getting Started with Git Docker Container Foundations of Python Project - Noise removal from images Foundations of Python 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? Introduction to Artificial Intelligence, Machine Learning and Deep Learning Deploying Single Container Static App with Docker & Travis CI on AWS Elastic Beanstalk Deploying Multi Container Flask App with Docker & Travis CI on AWS Elastic Beanstalk Deploying Single Container Flask app with Docker, Travis CI, AWS RDS & AWS ElastiCache on AWS Elastic Beanstalk Testing Single Container Static App Locally on Minikube Deploying Single Container Static App on Google Kubernetes Engine Automating Deployment of Single Container Static App on Google Kubernetes Engine with Docker & Travis CI

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