Big Data Introduction Apache ZooKeeper NoSQL HBase Sqoop Flume Oozie DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS - Hadoop Distributed File System Spark Streaming Loading and Saving Data Spark Project - Log Parsing Graph Processing With Spark Analytics and Data Sciences Machine Learning Prerequisites (Numpy) Pandas for Machine Learning Big Data Introduction Spark Project - Log Parsing Project - Churn Emails Inbox with Python Foundations of Python Artificial Neural Networks - MCQs Project - Building Spam Classifier Project - Predicting Titanic Passenger Survival using Machine Learning and Python Data Visualization with Matplotlib Introduction to ML Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN Artificial Neural Networks - MCQs End-to-End ML Project - California Housing Classification Getting Started with Numpy Getting Started with Pandas ML Prerequisites - Matplotlib Artificial Neural Network Machine Learning Algorithms Training Models MCQs Support Vector Machines MCQs Decision Trees MCQs Ensemble Learning and XGBoost MCQs