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

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