Big Data Introduction 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 Loading and Saving Data Spark Project - Log Parsing Graph Processing With Spark Support Vector Machines Training Models Decision Trees Ensemble Learning and XGBoost Dimensionality Reduction Project - Forecast Bike Rentals Machine Learning Prerequisites (Numpy) Pandas for Machine Learning Project - Churn Emails Inbox with Python Foundations of Python Project - Predicting Titanic Passenger Survival using Machine Learning and Python What's Next? End-to-End ML Project - California Housing Project - Image Classification with Pre-trained InceptionV3 Network Analytics and Data Sciences End to End Project - Regression The underpinnings of ML Challenges in Machine Learning Project Generalized AI and Real Life Large Projects End to End Project - Classification Design & Constructs Project- Find the Celebrity who Looks like You using Computer Vision Introduction to DevOps and it's tools Git Version Control (Advanced Git Topics) Docker Container Docker Swarm Ansible Kubernetes Terraform Jenkins Monitoring tools - Graffana and Prometheus Docker MCQs Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN 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 Git Version Control (Basic to Advanced) Project - Stock Closing Price Prediction using Deep Learning, TensorFlow2 & Keras Project - How to Build a Sentiment Classifier using Python and IMDB Reviews Convolutional Neural Network for NLP Specialization Big Data Introduction Apache ZooKeeper Hive NoSQL HBase Sqoop Flume Oozie DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Spark Streaming Spark On Cluster 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 Project - Autoencoders for MNIST Fashion Natural Language Processing Course Overview Classification Artificial Neural Networks Processing Sequences with RNNs and CNNs Autoencoders and GANs End-to-End Machine Learning Project Session Recordings - Machine Learning and AI Getting Started with Numpy Getting Started with Pandas ML Prerequisites - Matplotlib End to End Project - Classification (Studio Recorded) Artificial Neural Networks - MCQs Artificial Neural Networks Data Visualization with Matplotlib