Dive into an extensive 18-hour lecture series covering the fundamentals and advanced concepts of deep learning. Begin with an introduction to machine learning and AI, then progress through neural network foundations, convolutional neural networks for image recognition, and advanced computer vision models. Explore optimization techniques for machine learning, sequences and recurrent networks, and natural language processing applications. Delve into attention and memory mechanisms, generative adversarial networks, unsupervised representation learning, and modern latent variable models. Conclude with a crucial discussion on responsible innovation in the field of deep learning and AI.
Overview
Syllabus
DeepMind x UCL | Deep Learning Lectures | 1/12 | Intro to Machine Learning & AI.
DeepMind x UCL | Deep Learning Lectures | 2/12 | Neural Networks Foundations.
DeepMind x UCL | Deep Learning Lectures | 3/12 | Convolutional Neural Networks for Image Recognition.
DeepMind x UCL | Deep Learning Lectures | 4/12 | Advanced Models for Computer Vision.
DeepMind x UCL | Deep Learning Lectures | 5/12 | Optimization for Machine Learning.
DeepMind x UCL | Deep Learning Lectures | 6/12 | Sequences and Recurrent Networks.
DeepMind x UCL | Deep Learning Lectures | 7/12 | Deep Learning for Natural Language Processing.
DeepMind x UCL | Deep Learning Lectures | 8/12 | Attention and Memory in Deep Learning.
DeepMind x UCL | Deep Learning Lectures | 9/12 | Generative Adversarial Networks.
DeepMind x UCL | Deep Learning Lectures | 10/12 | Unsupervised Representation Learning.
DeepMind x UCL | Deep Learning Lectures | 11/12 | Modern Latent Variable Models.
DeepMind x UCL | Deep Learning Lectures | 12/12 | Responsible Innovation.
Taught by
DeepMind
Tags
Related Courses
Related articles
Reviews
4.5 rating, based on 2 Class Central reviews
-
The online lecture series exceeded my expectations. The content was well-structured, engaging, and delivered with clarity. The speakers demonstrated profound expertise, making complex topics accessible. The interactive elements, like quizzes and forums, fostered a sense of community among participants. Video and audio quality were consistently high, ensuring a seamless learning experience. The platform's user-friendly interface enhanced navigation. Regular updates and supplementary materials enriched the learning journey. Overall, it's a commendable resource for anyone seeking comprehensive and enjoyable online education.
-
I was a great experience learning the new things on this online platform during your flexible hours. It was great learning on this platform.
