Machine Learning With Spark Introduction to ML SQL Tutorial Analytics and Data Sciences End to End Project - Regression The underpinnings of ML Challenges in Machine Learning Project End to End Project - Classification Project - Forecast Bike Rentals Design & Constructs Machine Learning Prerequisites (Numpy) Project - Deploy Machine Learning models to production Pandas for Machine Learning Introduction to DevOps and it's tools Project - Churn Emails Inbox with Python Git Version Control (Advanced Git Topics) Getting Started with Git Docker Container Project - Noise removal from images Foundations of Python Kubernetes Artificial Neural Networks - MCQs Project - Building Spam Classifier Project - Predicting Titanic Passenger Survival using Machine Learning and Python Monitoring tools - Graffana and Prometheus Docker MCQs Artificial Neural Networks Project - How to Build a Neural Network for Image Classification with TensorFlow What's Next? Project - Image Classification with Pre-trained Keras models End-to-End ML Project - California Housing Project - How to Deploy an Image Classification Model using Flask References 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 Git Version Control (Basic to Advanced) Getting Started with Numpy Getting Started with Pandas ML Prerequisites - Matplotlib End to End Project - Classification (Studio Recorded)