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Artificial Intelligence && Deep Learning

@deeplearning_ai

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* Deep Learning
* Data Science
* Computer vision
* Image Processing
* Research Papers

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Post #468 1.05K Feb 18, 2019, 05:57 UTC

Deep Learning for humans :
there is more
Vision models examples
Text & sequence examples
Generative models examples
Examples demonstrating specific Keras functionality ...

Post #467 1.12K Feb 17, 2019, 14:38 UTC

https://towardsdatascience.com/image-segmentation-using-pythons-scikit-image-module-533a61ecc980

Towards Data Science Image Segmentation using Python's scikit-image module | Towards Data Science An overview of the scikit-image library's image segmentation methods.

👍 1

Post #466 1.08K Feb 17, 2019, 14:09 UTC

https://medium.com/@harshall.lamba/understanding-semantic-segmentation-with-unet-6be4f42d4b47

Medium Understanding Semantic Segmentation with UNET A Salt Identification Case Study

Post #465 1.14K Feb 17, 2019, 13:18 UTC

https://towardsdatascience.com/a-comprehensive-introduction-to-different-types-of-convolutions-in-deep-learning-669281e58215?fbclid=IwAR0MVWaTWiPO_dcYvfj3Y73H4S7hwcgEBtUlyshKYyuaGklwP7YHOaMImj0

Medium A Comprehensive Introduction to Different Types of Convolutions in Deep Learning Towards intuitive understanding of convolutions through visualizations

Post #464 1.09K Feb 17, 2019, 13:18 UTC

A Comprehensive Introduction to Different Types of Convolutions in Deep Learning

Post #463 1.57K Feb 15, 2019, 06:43 UTC

Awesome news for beginners in #MachineLearning and #DeepLearning

We've all come to love Dr. Strang's Linear Algebra Lectures from MIT. But his books are sometimes expensive for students and also not available.

Now Stanford University changed all that with their free book they released called "Introduction to Applied Linear Algebra" written by Stephen Boyd and Lieven Vandenberghe

Go get them all here on my #Github page, I will create some beginners lectures and #Python & #Julia notebooks there soon.

Root / main folder: https://lnkd.in/de8uepd

1. The 473 page book itself: https://bit.ly/2tjFNdA
2. Lovely Julia language companion book worth 170 pages! : https://bit.ly/2BxYGy0
3. Exercises book: https://bit.ly/2RZoVTf
4, Course lecture slides: https://bit.ly/2N9TZPC
#beginner #datascience #learning #machinelearning
@kdnuggets @datasciencechats
Source: Linkedin - Tarry Singh

lnkd.in LinkedIn This link will take you to a page that’s not on LinkedIn

❤ 1

Post #462 1.23K Feb 14, 2019, 21:31 UTC

https://medium.freecodecamp.org/5-ways-to-build-real-time-apps-with-javascript-5f4d8fe259f7?source=rss----336d898217ee---4

freeCodeCamp.org 5 ways to build real-time apps with JavaScript By Burke Holland There was a point in time where we didn’t expect too much from web pages. Which reminds me, the Space Jam movie website is still on the internet in its original form. And it uses a frameset. Not iFrames. FRAMES. Space Jam_SPACE JAM, ...

Post #461 1.05K Feb 14, 2019, 21:31 UTC

https://medium.freecodecamp.org/announcing-the-state-of-css-2019-survey-e1e4268df64d?source=rss----336d898217ee---4

freeCodeCamp.org Announcing the State of CSS 2019 Survey By Sacha Greif After the State of JavaScript, help us identify the latest CSS trends I’ve been using CSS for 10+ years, so I know it pretty well by now. I can handle flexbox, I’ve mastered SASS, and I even know the difference between ems and rems. B...

Post #460 1.03K Feb 13, 2019, 18:34 UTC

https://blog.insightdatascience.com/using-bert-for-state-of-the-art-pre-training-for-natural-language-processing-1d87142c29e7

Medium State-of-the-art pre-training for natural language processing with BERT Javed Qadrud-Din was an Insight Fellow in Fall 2017. He is currently a machine learning engineer at Casetext where he works on natural…

Post #459 951 Feb 13, 2019, 18:28 UTC

https://medium.freecodecamp.org/lessons-learned-in-my-10-years-as-a-developer-3d33c8702828?source=rss----336d898217ee---4

freeCodeCamp.org Lessons learned in my 10+ years as a developer By Huseyin Polat Yuruk 12 months. That’s the time we wasted while rewriting our software from scratch. Twelve long months in the software market. Without innovation. Without moving forward. Really, I cannot stop asking this question to myself. What ...

Post #458 951 Feb 13, 2019, 18:19 UTC

https://medium.freecodecamp.org/es5-to-esnext-heres-every-feature-added-to-javascript-since-2015-d0c255e13c6e?source=rss----336d898217ee---4

freeCodeCamp.org ES5 to ESNext — here’s every feature added to JavaScript since 2015 I wrote this article to help you move from pre-ES6 knowledge of JavaScript and get you quickly up to speed with the most recent advancements of the language. JavaScript today is in the privileged position to be the only language that can run natively...

Post #457 1.01K Feb 13, 2019, 16:14 UTC

https://medium.com/@harshalshinde_35237/audio-processing-and-speech-classification-using-deep-learning-part-1-434171b3c508

Medium Audio Processing and Speech Classification using Deep Learning — PART 1 So in this first part of the two part article you will learn how to work with audio files and represent them in the form which can be used…

Post #456 1.02K Feb 13, 2019, 12:29 UTC

Just another advance of #GAN algorithm family. Pay attention to this video with #BigGAN

Post #455 Feb 12, 2019, 15:48 UTC

Channel photo updated

Post #454 1.07K Feb 11, 2019, 15:34 UTC

https://github.com/kmario23/deep-learning-drizzle?fbclid=IwAR0Q9BtyvfFUApwIIHoWZm6sYx1V78--aUXSpbheMAMO9Yab6vQWEiNzTCU

GitHub GitHub - kmario23/deep-learning-drizzle: Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision… Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!! - kmario23/deep-learning-drizzle

Post #453 1.05K Feb 11, 2019, 15:33 UTC

Deep Learning Drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these selected and exciting lectures!!

GitHub by Marimuthu Kalimuthu

Post #452 1.16K Feb 11, 2019, 15:10 UTC

https://medium.com/@Quantum_inc/small-objects-detection-problem-c5b430996162

Medium Small objects detection problem Machine learning is getting in more and more parts of our everyday lives. From the personally served ads and movie recommendations to…

Post #451 1.1K Feb 11, 2019, 14:45 UTC

https://medium.com/infosimples/audio-generation-with-gans-428bc2de5a89

Medium Audio Generation with GANs Note: a portuguese version of this article is available at https://medium.com/@rafalencar/gerando-%C3%A1udio-com-gans-c8ce104e546a

Post #450 1.12K Feb 11, 2019, 14:44 UTC

https://medium.com/@peacej2/generating-fake-k-pop-faces-part-1-6202dc27f0eb

Medium Generating fake K-pop faces (part 1) This project is for my own personal fun and learning. Hopefully it’ll be fun for some to read about my progress as well.

Post #449 1.09K Feb 11, 2019, 13:25 UTC

https://medium.com/@bhagirathl/mit-deep-learning-course-6-s191-b86664fac7a0

Medium MIT Deep Learning Course 6.S191 There is a great Deep Learning Free Course by MIT conducted by Alexander Amini and Ava Soleimany:

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