Big Data Introduction NoSQL Yarn MapReduce Basics HDFS - Hadoop Distributed File System Lab Overview Project - Sentiment Analysis in Hive Classification Training Models Decision Trees Dimensionality Reduction Unsupervised Machine Learning Project - Deploy Machine Learning models to production Pandas for Machine Learning Big Data Introduction NoSQL Yarn MapReduce Basics HDFS Hive - Project Spark Project - Log Parsing NumPy for Machine Learning Project - Deploy Machine Learning models to production Introduction to ML Pandas for Machine Learning Reinforcement Learning Classification Unsupervised Machine Learning Project - Fashion MNIST Training Models Decision Trees Project - End-to-End Project Artificial Neural Network Training Deep Neural Nets Convolutional Neural Nets Recurrent Neural Networks Dimensionality Reduction Project - Cats classifier 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 Hive Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN Project - Credit Card Fraud Detection using Machine Learning What's Next?