Fundamentals of Deep Learning

Fundamentals of Deep Learning is a full-day Deep Learning Institute workshop for participants with prior Python and basic data-processing experience. It introduces neural-network concepts and practical model training using Python, PyTorch, Pandas, convolutional neural networks, data augmentation, transfer learning, and natural language processing. Attendees work with common datasets and architectures, complete a code-based assessment, and build skills for developing their own deep-learning projects. A certificate is available.