Big Data Introduction Sqoop Flume DataFrames, Spark SQL, R Machine Learning With Spark Yarn HDFS Hive - Project Spark Streaming Spark On Cluster Adv Spark Programming Java Essentials Spark Project - Log Parsing Graph Processing With Spark Hive Project - Visualization NumPy for Machine Learning Project - Deploy Machine Learning models to production Introduction to ML Support Vector Machines Pandas for Machine Learning Reinforcement Learning Classification Project - Bike Rental Forecasting - Basic 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 Convolutional Neural Nets Recurrent Neural Networks Dimensionality Reduction Project - Cats classifier Linux Basics Python Project - Churn Emails Foundations of Python Project - Building Spam Classifier Project - Predicting Titanic Passenger Survival using Machine Learning and Python Hive Project - Credit Card Fraud Detection using Machine Learning End-to-End ML Project - California Housing Project - Image Classification with Pre-trained InceptionV3 Network Big Data Introduction Sqoop Flume DataFrames, Spark SQL, R Machine Learning With Spark Yarn HDFS - Hadoop Distributed File System Lab Overview Project - Sentiment Analysis in Hive Spark Streaming Spark On Cluster Adv Spark Programming Support Vector Machines Classification Training Models Decision Trees Ensemble Learning and XGBoost Graph Processing With Spark Dimensionality Reduction Unsupervised Machine Learning Machine Learning Prerequisites (Numpy) Project - Deploy Machine Learning models to production Pandas for Machine Learning Project - Hive - Visualization with Tableau Foundations of Python Project - Stock Closing Price Prediction using Deep Learning, TensorFlow2 & Keras Project - How to Build a Neural Network for Image Classification with TensorFlow Project - How to Build a Sentiment Classifier using Python and IMDB Reviews Project - Mask R-CNN with OpenCV for Object Detection References