Big Data Introduction HBase Sqoop Flume Oozie DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics Course Overview Lab Overview Spark Streaming Spark On Cluster Support Vector Machines Loading and Saving Data Spark Project - Log Parsing Training Models Decision Trees Ensemble Learning and XGBoost Graph Processing With Spark Dimensionality Reduction Project - Classify Clothes from Fashion MNIST Dataset using Machine Learning Techniques Big Data Introduction Hive NoSQL HBase Sqoop Flume Oozie DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics Spark Streaming Spark On Cluster Loading and Saving Data Spark Project - Log Parsing Graph Processing With Spark Project - Churn Emails Inbox with Python Git Version Control (Advanced Git Topics) Docker Container Docker Swarm Kubernetes Artificial Neural Networks - MCQs Project - Predicting Titanic Passenger Survival using Machine Learning and Python Jenkins Monitoring tools - Graffana and Prometheus Introduction to ML Artificial Neural Networks Convolutional Neural Networks Artificial Neural Networks - MCQs Training Deep Neural Networks Custom Models and Training with TensorFlow Loading and Preprocessing Data with TensorFlow Natural Language Processing - MCQs Reinforcement Learning Reinforcement Learning - MCQs Project - Credit Card Fraud Detection using Machine Learning Project - Training from Scratch vs Transfer Learning Project - Working with Custom Loss Function Project - How to Build a Sentiment Classifier using Python and IMDB Reviews Project - Autoencoders for MNIST Fashion Project - Image Classification with Pre-trained Keras models Project - Mask R-CNN with OpenCV for Object Detection References Convolutional Neural Network for NLP Specialization 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 Natural Language Processing Course Overview Classification Artificial Neural Networks Processing Sequences with RNNs and CNNs Autoencoders and GANs Testing Single Container Static App Locally on Minikube Automating Deployment of Single Container Static App on Google Kubernetes Engine with Docker & Travis CI End-to-End Machine Learning Project Session Recordings - Machine Learning and AI Git Version Control (Basic to Advanced) Building Realtime Analytics Dashboard using Apache Spark

https://www.youtube.com/watch?v=We8QP1X9j0s