Introduction to ML Support Vector Machines Reinforcement Learning Classification Decision Trees Ensemble Learning and XGBoost End-to-End Project- Self contained Hands On with TensorFlow Artificial Neural Network Training Deep Neural Nets Convolutional Neural Nets Recurrent Neural Networks Dimensionality Reduction Project - Classify Clothes Project - Cats classifier Project - Forecast Bike Rentals Unsupervised Machine Learning Project - Classify Clothes from Fashion MNIST Dataset using Machine Learning Techniques Project - Deploy Machine Learning models to production Pandas for Machine Learning Project - Churn Emails Inbox with Python Project - Noise removal from images Project - Predict the hourly rain gauge total Foundations of Python Project - Building Spam Classifier Project - Predicting Titanic Passenger Survival using Machine Learning and Python What's Next? Linux Basics Big Data Introduction NoSQL Sqoop Flume Oozie Scala DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Course Overview Lab Overview Hive - Project Spark Streaming Spark On Cluster Adv Spark Programming Spark Project - Log Parsing Graph Processing With Spark Hive Project - Visualization Hive Project - NYSE Introduction to ML Linux Basics Python Project - Churn Emails Foundations of Python Analytics and Data Sciences Project - Cats classifier Course Overview Introduction to Machine Learning End-to-End Project Classification Artificial Neural Networks - MCQs ML Algorithms Artificial Neural Networks Data Visualization with Matplotlib Project- Iris Flowers Classification using Deep Learning & Keras Convolutional Neural Network Convolutional Neural Network MCQs Recurrent Neural Network Natural Language Processing Autoencoders and GANs Project - Stock Closing Price Prediction using Deep Learning, TensorFlow2 & Keras ML Algorithms - MCQs Reinforcement Learning Autoencoders and GANs - MCQs Reinforcement Learning - MCQs Project - Credit Card Fraud Detection using Machine Learning