Dive into a practical guide to computer vision and deep learning in this comprehensive conference talk. Explore the rapidly growing field of machine learning, focusing on neural networks and their applications. Follow along as a deep learning project is developed from start to finish, learning how to program and train a neural network. Discover valuable tips and tricks for refining your models and improving performance in future deep learning projects. Gain hands-on insights into this cutting-edge technology with minimal mathematical complexity, making it accessible for developers of all skill levels.