Artificial Intelligence - IT Infrastructure Landscape Overview - Revision of Python Programming - Artificial Intelligence and Machine Learning - Advanced Machine Learning - Deep Learning & Neural Networks - Application of Machine Learning in Industries - Capstone Project IT Infrastructure Landscape Overview - Directory Services - Concept of Computer Networking - Cyber Security - Middleware Applications Revision of Python Programming - Knowledge of Python Libraries - Data Structure - Functions - Statistical Functions - Fundamentals of the Linux Operating System Artificial Intelligence and Machine Learning - Introduction to Artificial Intelligence - Logical approach to AI and Knowledge-Based system - Probabilistic approach to AI - Evolutionary Intelligence - Neural Networks & Natural Language Understanding - Introduction to Machine Learning - Learning Deterministic Models Advanced Machine Learning - Machine Learning - Simple linear regression - Multiple regression and Model building - Classification & Classification Algorithms - Clustering Techniques - Information Retrieval Deep Learning & Neural Networks - Fundamentals of Deep Learning - Learning Process and Different Models in Neural Networks - The Math behind Neural Networks - Diving to the Depths of Deep Learning - Convolutional Neural Networks - Recurrent Neural Networks (RNN) - Generative Deep Learning - Advanced Topics in Deep Learning - Tangential Topics of Machine Learning and Neural Networks Application of Machine Learning in Industries - Machines Learning in Banking and Securities - Machine Learning in Communication Media and Entertainment - Machine Learning in Healthcare and Life Science - Machines Learning in Education - Machine Learning in Manufacturing and Petroleum Industries - Applications of Machine Learning in Government Administration - Machine Learning in Insurance Industry - Applications of Machine learning in Retail Industry and Supply Chain - Machine Learning in Transportation and Logistics - Machine Learning in Energy and Utilities Capstone Project - Projects Based on Challenges - Face Detection - Al Chatbot - Restaurant Revenue Prediction - Census Project - Housing Price Prediction