Linux Basics Big Data Introduction Apache ZooKeeper MapReduce Programming Pig & Pig Latin NoSQL HBase Sqoop Flume Oozie Scala Apache Spark Basics Project - Writing Spark Applications DataFrames, Spark SQL, R Yarn MapReduce Basics HDFS - Hadoop Distributed File System Lab Overview Project - Sentiment Analysis in Hive Apache Spark - Key Value RDD Spark Streaming Spark On Cluster Adv Spark Programming Support Vector Machines Loading and Saving Data Java Essentials Training Models Decision Trees Ensemble Learning and XGBoost Dimensionality Reduction SQL Tutorial Introduction to AI and Machine Learning Machine Learning Process Analytics and Data Sciences The underpinnings of ML Challenges in Machine Learning Project Unsupervised Machine Learning Generalized AI and Real Life Large Projects End to End Project - Classification Project - Forecast Bike Rentals Design & Constructs Machine Learning Prerequisites (Numpy) Pandas for Machine Learning Project - Hive - Visualization with Tableau Project - Hive - NYSE Project - Churn Emails Inbox with Python Git Version Control (Advanced Git Topics) Getting Started with Git Foundations of Python Artificial Neural Networks - MCQs Project - Predicting Titanic Passenger Survival using Machine Learning and Python Data Visualization with Matplotlib Hive Artificial Neural Networks Project - Stock Closing Price Prediction using Deep Learning, TensorFlow2 & Keras Training Deep Neural Networks Project - Credit Card Fraud Detection using Machine Learning Project - How to Build a Sentiment Classifier using Python and IMDB Reviews End-to-End ML Project - California Housing Convolutional Neural Network for NLP Specialization Project - Hive - Visualization Project - Hive - NYSE Git Version Control (Basic to Advanced) Getting Started with Numpy Getting Started with Pandas ML Prerequisites - Matplotlib End to End Project - Regression (Studio Recorded) End to End Project - Classification (Studio Recorded) End-to-End ML Project- Beginner friendly

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