Big Data Introduction NoSQL Sqoop Yarn MapReduce Basics HDFS - Hadoop Distributed File System Project - Sentiment Analysis in Hive Support Vector Machines Classification Training Models Decision Trees Dimensionality Reduction SQL Tutorial Project - Forecast Bike Rentals Unsupervised Machine Learning Project - Deploy Machine Learning models to production Pandas for Machine Learning Big Data Introduction NoSQL Sqoop Yarn MapReduce Basics HDFS Hive - Project Spark Project - Log Parsing NumPy for Machine Learning Project - Deploy Machine Learning models to production Introduction to ML Support Vector Machines Pandas for Machine Learning Reinforcement Learning Classification Project - Bike Rental Forecasting - Basic Unsupervised Machine Learning Project - Fashion MNIST Training Models Decision Trees Project - End-to-End Project Hands On with TensorFlow Artificial Neural Network Training Deep Neural Nets Recurrent Neural Networks Autoencoders Dimensionality Reduction Linux Basics Python Project - Churn Emails Project - Churn Emails Inbox with Python Getting Started with Git Foundations of Python Foundations of Python Artificial Neural Networks - MCQs Project - Predicting Titanic Passenger Survival using Machine Learning and Python Hive Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN Project - Credit Card Fraud Detection using Machine Learning Project - How to Build a Neural Network for Image Classification with TensorFlow What's Next? Project - How to Deploy an Image Classification Model using Flask Introduction to Artificial Intelligence, Machine Learning and Deep Learning References Project - Building a CNN Classifier using TensorFlow 2 for MNIST Fashion Dataset Project - Image Classification with Pre-trained InceptionV3 Network Project- Game of Tic Tac Toe with Python Project- Exploring Web Scraping: Python Adventures on Wikipedia and Amazon Getting Started with Pandas ML Prerequisites - Matplotlib

1