The Department of Computer Science and Engineering organised a guest talk on “Artificial Intelligence and Machine learning” for the fifth semester students on the 15^th and 16^th of February 2024. Dr. Mohammed Muddasir, Associate Professor, Department of Information Science and Engineering, VVCE Mysuru was the resource person of the event. A total of 55 students attended the session. During the session, the resource person gave an insightful overview of Machine Learning. He delved into several Decision Tree Induction Algorithms, including ID3, C4.5, CART, and Regression trees. Additionally, he covered essential topics like validating and pruning decision trees. The spotlight then shifted to Artificial Neural Networks (ANNs). The speaker elaborated on different types of ANNs, the concept of Artificial Neurons, and the significance of the Perceptron. Furthermore, he explored Learning Theory and the intricacies of training in a Multi-Layered Perceptron. The students actively participated in a dynamic question-and-answer session, problem solving, gaining valuable insights and clarifications on various facets of Artificial Intelligence and Machine Learning.