Deep Learning course: lecture slides and lab notebooks from Master Datascience Paris Saclay with a focus on applications
Do you want journey to top exhebition during the weekend(Virtually). Enjoy with up-to-date technologies and innovation from #CES2019 (Consumer Electronics Show). Videos, interview from innovators and top companies.
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Github repository of lecture series:
https://github.com/lexfridman/mit-deep-learning?fbclid=IwAR0jLFfsHt4k_7Y3QfT-leXoIhCoDlg3bzjXyBxDX01hJcJkDtKS340OaQU
https://github.com/lexfridman/mit-deep-learning?fbclid=IwAR0jLFfsHt4k_7Y3QfT-leXoIhCoDlg3bzjXyBxDX01hJcJkDtKS340OaQU
GitHub
GitHub - lexfridman/mit-deep-learning: Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Tutorials, assignments, and competitions for MIT Deep Learning related courses. - GitHub - lexfridman/mit-deep-learning: Tutorials, assignments, and competitions for MIT Deep Learning related courses.
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What goes on in the mind of BERT? Using an interactive visualization tool, we uncovered some surprisingly intuitive patterns.
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Article is here: https://towardsdatascience.com/deconstructing-bert-distilling-6-patterns-from-100-million-parameters-b49113672f77?fbclid=IwAR35FclDpV-PqlWyfPKFqbXuy8YEpdNtuXGTKTl5bBnNKymeM0Ak9p4I-pk
Google Colab code is here: https://colab.research.google.com/drive/1vlOJ1lhdujVjfH857hvYKIdKPTD9Kid8?fbclid=IwAR2bQZMqXXXCYE3z9FCdRyKwfMzs4XVsF70fGkwMMFsIl0ClGGecN_BJ-gs
Google Colab code is here: https://colab.research.google.com/drive/1vlOJ1lhdujVjfH857hvYKIdKPTD9Kid8?fbclid=IwAR2bQZMqXXXCYE3z9FCdRyKwfMzs4XVsF70fGkwMMFsIl0ClGGecN_BJ-gs
Medium
Deconstructing BERT: Distilling 6 Patterns from 100 Million Parameters
From BERTโs tangled web of attention, some intuitive patterns emerge.
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This picture is made of 195 billion pixels and all of the pixels are incredible and clear detail. Typical phone camera snaps 12-megapixel photos(12 million pixel). Just another advance of Computer Science. It also opens new challenges and research areas in the fields of #AI, #ML, #DL, #CV.
Thanks for Seeker and BigPixel Studios for creat video
Thanks for Seeker and BigPixel Studios for creat video
Must-read tutorial to learn sequence modeling from 'Analytics Vidhya' team and detailed explanation by real examples
The-Ultimate-Learning-Path-for-deep-learning.jpg
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Ultimate learning path of Deep Learning for 2019 in infographics. Image credited from Analytics Vidhya