Computer Science and Programming
@computer_science_and_programming
151K subscribers
633 photos
29 videos
37 files
920 links
Channel specialized for advanced topics of:
* Artificial intelligence,
* Machine Learning,
* Deep Learning,
* Computer Vision,
* Data Science
* Python

Admin: @otchebuch

Memes: @memes_programming

Ads: @Source_Ads,
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Computer Science and Programming
151K subscribers
Computer Science and Programming
Book: "Practical Machine Learning with Python" published in 2018 with good content for practical learning by D. Sarkar, R.Bali, T.Sharma
10.1K views
Computer Science and Programming
Practical Machine Learning with Python (2018).pdf
19.4 MB
47.5K views
Computer Science and Programming
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Just another advance of #GAN algorithm family. Pay attention to this video with #BigGAN
10.6K views
Computer Science and Programming
30 Free Courses: Neural Networks, Machine Learning, Algorithms, AI
9.51K views
Computer Science and Programming
https://www.datasciencecentral.com/profiles/blogs/neural-networks-for-machine-learning
Data Science Central
30 Free Courses: Neural Networks, Machine Learning, Algorithms, AI - DataScienceCentral.com
The list below is a small selection from Open Culture. We picked up classes relevant to data scientists, and removed links that no longer work at the time of writing. If you know of any other interesting courses, email me and we will include them if they…
10.1K views
Computer Science and Programming
Rajalingappaa Shanmugamani "Deep Learning for Computer Vision" (2018).
Highly recommend.
#DeepLearning , #Keras , #Tensorflow
9.55K views
Computer Science and Programming
deeplearningforcomputervision.pdf
51.8 MB
47.7K views
Computer Science and Programming
10K views
Computer Science and Programming
TensorSpace is a neural network 3D visualization framework

Built on TensorFlow.js, Three.js and Tween.js.
Better understanding and imagination of deep learning with visualization
10.4K views
Computer Science and Programming
https://tensorspace.org/index.html
tensorspace.org
TensorSpace.js
Home page of TensorSpace.js
10.7K views
Computer Science and Programming
Cheatsheets for each machine learning field and ultimate complition of concepts from Stanford CS. Updated (2018) and in pdf version
9.98K views
Computer Science and Programming
https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/en
GitHub
stanford-cs-229-machine-learning/en at master · afshinea/stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning - afshinea/stanford-cs-229-machine-learning
10.5K views
Computer Science and Programming
MIT Deep Learning courses list from scholars and video tutorials, lectures series
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9.72K views
Computer Science and Programming
https://deeplearning.mit.edu/?fbclid=IwAR3N9JgFth8HNIFKcJFiVIjPNw-aR8a7LuWsF1OPpmRpv_zqOEjk7aYySwE
MIT Deep Learning and Artificial Intelligence Lectures
MIT Deep Learning and Artificial Intelligence Lectures | Lex Fridman
A collection of lectures on deep learning, deep reinforcement learning, autonomous vehicles, and artificial intelligence organized by Lex Fridman.
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10.6K views
Computer Science and Programming
The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning)
10.5K views
Computer Science and Programming
https://jalammar.github.io/illustrated-bert/
jalammar.github.io
The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning)
Discussions:
Hacker News (98 points, 19 comments), Reddit r/MachineLearning (164 points, 20 comments)


Translations: Chinese (Simplified), French 1, French 2, Japanese, Korean, Persian, Russian, Spanish

2021 Update: I created this brief and highly accessible…
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11.4K views
Computer Science and Programming
Some important discussion and effective learning method from specialists. I'll highly recommend to read this greate article
10.9K views
Computer Science and Programming
https://sizovs.net/2018/12/17/stop-learning-frameworks/?fbclid=IwAR08Fey97XUeTica0ndl-hnxOxtMlkpd-TUNI0w6Di7BmXVIk6UmoSHr6U0
sizovs.net
Stop learning frameworks
We are developers. We need to stay up to date with technology. Every day, we learn programming languages, frameworks, and libraries. The more modern tools we know — the better.

Keeping up to date with Angular, React, Vue, Riot, Ember, Knockout is fun.

…
11.7K views
Computer Science and Programming
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11.3K views
Computer Science and Programming
Wonderfully interactive, gentle, and well done introduction to probability and statistics. Walk through this with your favorite kid and give them a head-start in life on ML

https://seeing-theory.brown.edu/basic-probability/index.html
seeing-theory.brown.edu
Basic Probability
This chapter is an introduction to the basic concepts of probability theory.
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11.9K views
Computer Science and Programming
A Comprehensive Hands-on Guide to Transfer Learning with Real-World Applications in Deep Learning
11.1K views