This dual certification program in Data Science and AI firmly reinforces concepts in mathematics, statistics, calculus, linear algebra, and probability. A primer on Data Mining and the use of Regression Analysis methods in Data Mining ensues. The concepts and deployment of Python programming to enable Data Mining, Machine learning are also dealt with in detail. The use of NLP libraries and OpenCV to code machine learning algorithms are detailed.The main highlight of this course is the focus on Machine Learning, Deep Learning, and Neural Networks. Feedforward and backward propagation in neural networks are described at length. The deployment of Activation function, Loss function, non- linear activation function is elaborated. A thorough analysis of Convolution Neural Networks (CNNs), Recurrent Neural Networks (RNNs), GANs, Reinforcement Learning, and Q learning is also facilitated in this course. This course is a comprehensive package for all IT enthusiasts who wish to design and develop AI applications in their field of study.