Machine Learning Prerequisites Project - Deploy Machine Learning models to production Introduction to ML Support Vector Machines Classification Project - Fashion MNIST Training Models Decision Trees Ensemble Learning and XGBoost Project - End-to-End Project Dimensionality Reduction Project - Classify Clothes Project - Cats classifier Python Project - Churn Emails Foundations of Python Project - Noise removal from images Project - Predict the hourly rain gauge total Project - Predicting Titanic Passenger Survival using Machine Learning and Python Linux Basics Introduction to DevOps and it's tools Git Version Control Getting Started with Git Docker Container Docker Swarm Ansible Foundations of Python Kubernetes Terraform Jenkins Monitoring tools - Graffana and Prometheus Docker MCQs Project - Introduction to Neural Style Transfer using Deep Learning & TensorFlow 2 (Art Generation Project) Project - How to Build a Neural Network for Image Classification with TensorFlow Project - Mask R-CNN with OpenCV for Object Detection Big Data Introduction Course Overview Lab Overview Support Vector Machines Classification Training Models Decision Trees Ensemble Learning and XGBoost Dimensionality Reduction Project - Deploy Machine Learning models to production