Big Data Introduction NoSQL Sqoop Project - Writing Spark Applications DataFrames, Spark SQL, R Machine Learning With Spark Yarn Course Overview Lab Overview Project - Sentiment Analysis in Hive Spark Streaming Spark On Cluster Adv Spark Programming Support Vector Machines Classification Loading and Saving Data Training Models Decision Trees Ensemble Learning and XGBoost End-to-End Project- Self contained Graph Processing With Spark Dimensionality Reduction Project - Forecast Bike Rentals Unsupervised Machine Learning Project - Deploy Machine Learning models to production Big Data Introduction NoSQL Sqoop Project - Writing Spark Applications DataFrames, Spark SQL, R Machine Learning With Spark Yarn Hive - Project Spark Streaming Spark On Cluster Adv Spark Programming Loading and Saving Data Spark Project - Log Parsing Graph Processing With Spark Project - Deploy Machine Learning models to production Introduction to ML Support Vector Machines Classification Project - Bike Rental Forecasting - Basic Unsupervised Machine Learning Training Models Decision Trees Ensemble Learning and XGBoost Project - End-to-End Project Dimensionality Reduction Python Project - Churn Emails Project - Churn Emails Inbox with Python Hive Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN Convolutional Neural Networks Custom Models and Training with TensorFlow Project - Image Classification with Pre-trained Keras models Introduction to Artificial Intelligence, Machine Learning and Deep Learning Project - Image Classification with Pre-trained InceptionV3 Network