Big Data Introduction Course Overview Lab Overview Support Vector Machines Reinforcement Learning Classification Decision Trees Ensemble Learning and XGBoost 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 - Classify Large Images Analytics and Data Sciences Project - Forecast Bike Rentals Unsupervised Machine Learning Project - Deploy Machine Learning models to production Project - Cats classifier Project - Churn Emails Inbox with Python Getting Started with Git Project - Noise removal from images Project - Predict the hourly rain gauge total Foundations of Python Course Overview Introduction to Machine Learning End-to-End Project Classification Artificial Neural Networks - MCQs Project - Building Spam Classifier Project - Predicting Titanic Passenger Survival using Machine Learning and Python ML Algorithms Artificial Neural Networks Data Visualization with Matplotlib Project- Iris Flowers Classification using Deep Learning & Keras Predict Hourly Rainfall Predicting Stock Prices 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