Big Data Introduction NoSQL Yarn MapReduce Basics HDFS - Hadoop Distributed File System Support Vector Machines Classification Training Models Decision Trees Ensemble Learning and XGBoost Dimensionality Reduction Unsupervised Machine Learning Pandas for Machine Learning Big Data Introduction NoSQL Yarn MapReduce Basics HDFS Java Essentials NumPy for Machine Learning Introduction to ML Support Vector Machines Pandas for Machine Learning Classification Unsupervised Machine Learning Project - Fashion MNIST Training Models Decision Trees Ensemble Learning and XGBoost Project - End-to-End Project Hands On with TensorFlow Artificial Neural Network Training Deep Neural Nets Dimensionality Reduction Linux Basics Python Project - Churn Emails Foundations of Python Project - Noise removal from images Foundations of Python Project - Building Spam Classifier Project - Predicting Titanic Passenger Survival using Machine Learning and Python Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN