Big Data Introduction NoSQL HBase Sqoop Flume Oozie DataFrames, Spark SQL, R Course Overview Lab Overview Project - Sentiment Analysis in Hive Apache Spark - Key Value RDD Spark On Cluster Adv Spark Programming Introduction to ML Support Vector Machines Classification Loading and Saving Data Training Models Decision Trees Ensemble Learning and XGBoost Graph Processing With Spark Dimensionality Reduction Project - Forecast Bike Rentals Unsupervised Machine Learning Machine Learning Prerequisites (Numpy) Project - Deploy Machine Learning models to production Project - Churn Emails Inbox with Python Project - Noise removal from images Foundations of Python Hive Convolutional Neural Networks Artificial Neural Networks Training Deep Neural Networks Custom Models and Training with TensorFlow Loading and Preprocessing Data with TensorFlow Recurrent Neural Networks Natural Language Processing Autoencoders and GANs Reinforcement Learning Project - Autoencoders for MNIST Fashion What's Next? Introduction to Artificial Intelligence, Machine Learning and Deep Learning References Project- Exploring Web Scraping: Python Adventures on Wikipedia and Amazon

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