Watch a captivating Turing Lecture delivered by Geoffrey Hinton and Yann LeCun, two of the three recipients of the 2018 ACM A.M. Turing Award for their groundbreaking work in deep neural networks. Explore the evolution of artificial intelligence, from symbolic and biological paradigms to the revolutionary advancements in neural networks. Delve into various learning algorithms, including supervised learning and backpropagation, and discover how these techniques have transformed fields such as acoustic modeling, object recognition, and machine translation. Gain insights into the future of computer vision, handwriting recognition, and medical image analysis. Learn about cutting-edge applications in reinforcement learning, including training robots and self-driving cars. This comprehensive lecture also touches on developmental psychology concepts and concludes with thought-provoking discussions on the broader implications of AI advancements.