Big Data Introduction Pig & Pig Latin NoSQL HBase Sqoop Flume Oozie DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics 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 Pandas for Machine Learning Big Data Introduction Pig & Pig Latin NoSQL HBase Sqoop Flume Oozie DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Hive - Project Spark Streaming Spark On Cluster Adv Spark Programming Java Essentials Spark Project - Log Parsing Graph Processing With Spark Live Recordings - Big Data with Hadoop Live Recordings - Big Data with Spark-Scala NumPy for Machine Learning Introduction to ML Support Vector Machines Pandas for Machine Learning Reinforcement Learning Classification Project - Fashion MNIST Training Models Decision Trees Ensemble Learning and XGBoost 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 Foundations of Python Hive Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN