Dive into advanced deep learning techniques in this comprehensive 15-hour course. Explore single and multi-object detection, natural language processing for classification and translation, neural translation methods, and the intricacies of Generative Adversarial Networks (GANs). Learn about image enhancement techniques, super resolution, and image segmentation using Unet. Gain hands-on experience with cutting-edge deep learning applications across various domains, equipping yourself with the skills to tackle complex AI challenges in computer vision and natural language processing.
Overview
Syllabus
Lesson 8: Deep Learning Part 2 2018 - Single object detection.
Lesson 9: Deep Learning Part 2 2018 - Multi-object detection.
Lesson 10: Deep Learning Part 2 2018 - NLP Classification and Translation.
Lesson 11: Deep Learning Part 2 2018 - Neural Translation.
Lesson 12: Deep Learning Part 2 2018 - Generative Adversarial Networks (GANs).
Lesson 13: Deep Learning Part 2 2018 - Image Enhancement.
Lesson 14: Deep Learning Part 2 2018 - Super resolution; Image segmentation with Unet.
Taught by
Jeremy Howard
