Demystifying Deep Learning for Data Scientists

Dive into the inner workings of deep learning frameworks in this 1-hour 10-minute tutorial presented by Eric J. Ma at PyCon US. Gain foundational knowledge to understand the mechanics behind training and fitting deep learning models. Explore the internals of these frameworks without relying on them as a pedagogical crutch, empowering you to implement any model in your chosen framework with confidence. Uncover the secrets behind pre-trained models and develop a deeper understanding of the processes occurring during model training. Perfect for data scientists curious about the behind-the-scenes operations of deep learning tools and eager to enhance their ability to work with various frameworks.