Dr. Manoj Kumar Gupta, Faculty, SMVD University, delivered an expert lecture on “Introduction to Optimization Algorithm in Deep Learning” at Faculty Development Program themed “Machine Learning for Internet of Things, Natural Language Processing and Computer Vision,”, organized by the Department of Computer Science and Engineering, Jaypee Institute of Information Technology, Noida, Uttar Pradesh. The speaker addressed the development of the optimization algorithm used for training deep neural networks and their various applications. Dr. Gupta also emphasized revisiting the existing methods to make it useful in the current context.