This course provides a foundational understanding of deep learning, focusing on how artificial neural networks process data through layers, activation functions, and weighted inputs. Learners will explore key concepts like regression, classification, forward propagation, and backpropagation to build and interpret predictive AI models.

Artificial Intelligence has taken the world by storm. Machine and deep learning are the parts of AI that are responsible for the recent explosion of Generative AI Models like ChatGPT. In this course, you will learn about the fundamentals of machine learning and deep learning, understand the types of business problems they solve, and examine how they solve them. Based on a workshop delivered by the instructor.