https://github.com/hnarayanan/deep-learning
Content for a microsite dedicated to deep learning.
https://github.com/hnarayanan/deep-learning
applications deep-learning learning-pathway resources
Last synced: 4 months ago
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Content for a microsite dedicated to deep learning.
- Host: GitHub
- URL: https://github.com/hnarayanan/deep-learning
- Owner: hnarayanan
- Created: 2017-06-25T15:01:03.000Z (almost 9 years ago)
- Default Branch: master
- Last Pushed: 2017-11-19T19:01:42.000Z (over 8 years ago)
- Last Synced: 2025-07-21T10:07:34.671Z (11 months ago)
- Topics: applications, deep-learning, learning-pathway, resources
- Language: HTML
- Homepage: https://harishnarayanan.org/
- Size: 14.6 KB
- Stars: 9
- Watchers: 4
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Deep Learning
*Deep learning* is a family of computational methods that solve
problems that sound intuitive when stated, like recognising a face
in an image, but where it's hard to explicitly write down all the
steps a computer needs to follow to solve them. These methods work by
allowing computers to learn from experience, whereby they build an
understanding of the world in terms of a hierarchy of increasingly
sophisticated concepts. Deep learning methods have dramatically
improved the state-of-the-art in [many application
domains][applications]: from voice-based virtual assistants, to
dermatologist-level classification of skin cancer, to self-driving
automobiles.
This repository offers the following:
- A [systematic pathway to learn deep learning][learning],
incorporating the best resources on the web.
- A clear guide through the [state of the art of deep learning
applications][applications] across different domains.
It is a work in progress. Check back in frequently for updates.
[Harish Narayanan][personal-website], 2017
[personal-website]: https://harishnarayanan.org/
[learning]: learning.md
[applications]: applications.md