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 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 Project- Find the Celebrity who Looks like You using Computer Vision 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