Big Data Introduction Apache ZooKeeper Apache Spark Basics Machine Learning With Spark HDFS - Hadoop Distributed File System Course Overview Lab Overview Introduction to ML Java Essentials Machine Learning Process Analytics and Data Sciences The underpinnings of ML Challenges in Machine Learning Project End to End Project - Classification Design & Constructs Project - Deploy Machine Learning models to production Introduction to DevOps and it's tools Project - Churn Emails Inbox with Python Docker Container Docker Swarm Project - Noise removal from images Foundations of Python Kubernetes Artificial Neural Networks - MCQs Project - Predicting Titanic Passenger Survival using Machine Learning and Python Jenkins Monitoring tools - Graffana and Prometheus Docker MCQs Artificial Neural Networks Project - How to Build a Neural Network for Image Classification with TensorFlow Project - Image Classification with Pre-trained Keras models Project - How to Deploy an Image Classification Model using Flask Git Version Control (Basic to Advanced) Getting Started with Numpy Getting Started with Pandas ML Prerequisites - Matplotlib End to End Project - Regression (Studio Recorded) End to End Project - Classification (Studio Recorded)