Big Data Introduction Apache ZooKeeper NoSQL HBase Sqoop Flume Oozie Yarn MapReduce Basics HDFS - Hadoop Distributed File System Course Overview Lab Overview Project - Sentiment Analysis in Hive Apache Spark - Key Value RDD Spark Streaming Introduction to ML Support Vector Machines Classification Loading and Saving Data Training Models Decision Trees Ensemble Learning and XGBoost End-to-End Project- Self contained Dimensionality Reduction Project - Forecast Bike Rentals Unsupervised Machine Learning Project - Classify Clothes from Fashion MNIST Dataset using Machine Learning Techniques Machine Learning Prerequisites (Numpy) Project - Deploy Machine Learning models to production Pandas for Machine Learning Big Data Introduction NoSQL HBase Sqoop Flume Scala Apache Spark Basics Yarn MapReduce Basics HDFS Hive - Project Apache Spark - Key Value RDD Spark Streaming Loading and Saving Data Java Essentials Spark Project - Log Parsing NumPy for Machine Learning Project - Deploy Machine Learning models to production Introduction to ML Support Vector Machines Pandas for Machine 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 Dimensionality Reduction Linux Basics Python Project - Churn Emails Project - Churn Emails Inbox with Python Foundations of Python Foundations of Python Hive Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN Artificial Neural Networks Custom Models and Training with TensorFlow Loading and Preprocessing Data with TensorFlow Recurrent Neural Networks Introduction to Artificial Intelligence, Machine Learning and Deep Learning Project - Building a CNN Classifier using TensorFlow 2 for MNIST Fashion Dataset

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