Big Data Introduction NoSQL HBase Sqoop Flume Oozie DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS - Hadoop Distributed File System Course Overview Lab Overview Project - Sentiment Analysis in Hive Spark Streaming 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 SQL Tutorial Analytics and Data Sciences Challenges in Machine Learning Project Unsupervised Machine Learning Project - Forecast Bike Rentals Unsupervised Machine Learning Machine Learning Prerequisites (Numpy) Project - Deploy Machine Learning models to production Pandas for Machine Learning Introduction to DevOps and it's tools Big Data Introduction NoSQL HBase Sqoop Flume Oozie Scala DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Hive - Project Spark Streaming Spark On Cluster Adv Spark Programming Loading and Saving Data 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 Project - Deploy Machine Learning models to production Introduction to ML Support Vector Machines Pandas for Machine Learning Reinforcement Learning Classification Unsupervised Machine Learning 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 Project - Churn Emails Inbox with Python Foundations of Python Project - Noise removal from images Foundations of Python Project - Building Spam Classifier Data Visualization with Matplotlib Hive Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN What's Next? End-to-End ML Project - California Housing Project - Building a CNN Classifier using TensorFlow 2 for MNIST Fashion Dataset Project - Image Classification with Pre-trained InceptionV3 Network Getting Started with Numpy Getting Started with Pandas End-to-End Data Analysis project