Big Data Introduction Project - Writing Spark Applications DataFrames, Spark SQL, R Machine Learning With Spark Yarn HDFS - Hadoop Distributed File System Course Overview Lab Overview Spark Streaming Spark On Cluster Adv Spark Programming Loading and Saving Data Java Essentials Spark Project - Log Parsing Graph Processing With Spark Introduction to ML Support Vector Machines Classification 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 Project - Churn Emails Inbox with Python Forecast Bikes Rental Demands Project - Noise removal from images Foundations of Python Project - Building Spam Classifier Project - Predicting Titanic Passenger Survival using Machine Learning and Python What's Next? Introduction to DevOps and it's tools Git Version Control (Advanced Git Topics) Docker Swarm Terraform Monitoring tools - Graffana and Prometheus Docker MCQs Analytics and Data Sciences Challenges in Machine Learning Project Unsupervised Machine Learning Pandas for Machine Learning Project - Stock Closing Price Prediction using Deep Learning, TensorFlow2 & Keras Artificial Neural Networks Training Deep Neural Networks Recurrent Neural Networks Natural Language Processing Project - How to Build a Neural Network for Image Classification with TensorFlow Project - Training from Scratch vs Transfer Learning Project - How to Build a Sentiment Classifier using Python and IMDB Reviews Introduction to Artificial Intelligence, Machine Learning and Deep Learning Convolutional Neural Network for NLP Specialization