Big Data Introduction Apache ZooKeeper MapReduce Programming NoSQL HBase Sqoop Flume Oozie Apache Spark Basics DataFrames, Spark SQL, R Machine Learning With Spark 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 Loading and Saving Data Spark Project - Log Parsing Graph Processing With Spark Hive Building Realtime Analytics Dashboard using Apache Spark Support Vector Machines Training Models Decision Trees Ensemble Learning and XGBoost Dimensionality Reduction Project - Cats classifier Project - Forecast Bike Rentals Machine Learning Prerequisites (Numpy) Pandas for Machine Learning Project - Churn Emails Inbox with Python Project - Building Spam Classifier Project - Predicting Titanic Passenger Survival using Machine Learning and Python End-to-End ML Project - California Housing Introduction to AI and Machine Learning Analytics and Data Sciences End to End Project - Classification Getting Started with Git Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN Project - Credit Card Fraud Detection using Machine Learning Project - Introduction to Neural Style Transfer using Deep Learning & TensorFlow 2 (Art Generation Project) Project - Introduction to Transfer Learning (Cat vs Non-cats Project) Convolutional Neural Networks Training Deep Neural Networks Custom Models and Training with TensorFlow Loading and Preprocessing Data with TensorFlow Project - How to Build a Neural Network for Image Classification with TensorFlow Project - Training from Scratch vs Transfer Learning Project - Working with Custom Loss Function Project - Image Classification with Pre-trained Keras models Project - Mask R-CNN with OpenCV for Object Detection Project - How to Build a Sentiment Classifier using Python and IMDB Reviews Convolutional Neural Network for NLP Specialization Big Data Introduction Apache ZooKeeper MapReduce Programming Hive NoSQL HBase Sqoop Flume Oozie Apache Spark Basics DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Apache Spark - Key Value RDD Spark Streaming Spark On Cluster Adv Spark Programming Loading and Saving Data Spark Project - Log Parsing Graph Processing With Spark Introduction to ML Artificial Neural Networks - MCQs Natural Language Processing - MCQs Reinforcement Learning Reinforcement Learning - MCQs Natural Language Processing Classification Processing Sequences with RNNs and CNNs Autoencoders and GANs Getting Started with Numpy Getting Started with Pandas End to End Project - Regression (Studio Recorded) End to End Project - Classification (Studio Recorded) Artificial Neural Networks - MCQs Hive Apache Spark Basics with Python Artificial Neural Network Training Models MCQs Support Vector Machines MCQs Decision Trees MCQs Ensemble Learning and XGBoost MCQs