Big Data Introduction NoSQL HBase Sqoop Flume Oozie Project - Writing Spark Applications DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS - Hadoop Distributed File System Course Overview Lab Overview Project - Sentiment Analysis in Hive Spark Streaming Spark On Cluster Adv Spark Programming Introduction to ML Support Vector Machines Reinforcement Learning Classification Loading and Saving Data Decision Trees Ensemble Learning and XGBoost End-to-End Project- Self contained Hands On with TensorFlow Artificial Neural Network Training Deep Neural Nets Convolutional Neural Nets Recurrent Neural Networks Graph Processing With Spark Dimensionality Reduction Project - Classify Clothes Project - Cats classifier Project - Forecast Bike Rentals Projects - Assignments Unsupervised Machine Learning Project - Classify Clothes from Fashion MNIST Dataset using Machine Learning Techniques Machine Learning Prerequisites (Numpy) Project - Deploy Machine Learning models to production Pandas for Machine Learning Project - Churn Emails Inbox with Python Project - Noise removal from images Project - Predict the hourly rain gauge total Project - Building Spam Classifier Hive Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN What's Next? Project - Image Classification with Pre-trained InceptionV3 Network Project - Hive - Visualization Project - Hive - NYSE