The purpose of this course is to teach how Artificial Intelligence (AI) and Machine Learning (ML) techniques are applied to solve real-world business problems. Students will learn how deep and shallow neural networks are designed and implemented. The learning process covers neural network fundamentals and models, multiple layers perceptron, activation functions and back propagation. A deep discussion on applications of AI and deep learning in Finance, Healthcare, Media, Security, Education, and Energy is presented.