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Artificial Intelligence && Deep Learning

This page is a collection of MIT courses and lectures on deep learning, deep reinforcement learning, autonomous vehicles, and artificial intelligence taught by Lex Fridman. New lectures will be up in January. In the mean time, if interested, here are a few things you can do:

1K views09:58

Artificial Intelligence && Deep Learning

https://deeplearning.mit.edu/

Lex Fridman | MIT Lectures

Lectures on Deep Learning, Robotics, and AI | Lex Fridman | MIT

Lectures on AI given by Lex Fridman and others at MIT.

1.54K views09:58

Artificial Intelligence && Deep Learning

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:

1.07K views13:25

Artificial Intelligence && Deep Learning

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.

1.1K views14:44

Artificial Intelligence && Deep Learning

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

1.08K views14:45

Artificial Intelligence && Deep Learning

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…

1.14K views15:10

Artificial Intelligence && Deep Learning

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

1.02K views15:33

Artificial Intelligence && Deep Learning

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

1.04K views15:34

Artificial Intelligence && Deep Learning

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Artificial Intelligence && Deep Learning

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

999 views12:29

Artificial Intelligence && Deep Learning

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…

995 views16:14

Artificial Intelligence && Deep Learning

https://medium.freecodecamp.org/es5-to-esnext-heres-every-feature-added-to-javanoscript-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...

937 views18:19

Artificial Intelligence && Deep Learning

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 ...

940 views18:28

Artificial Intelligence && Deep Learning

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…

1.01K views18:34

Artificial Intelligence && Deep Learning

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...

1.03K views21:31

Artificial Intelligence && Deep Learning

https://medium.freecodecamp.org/5-ways-to-build-real-time-apps-with-javanoscript-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, ...

1.21K views21:31

Artificial Intelligence && Deep Learning

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

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

❤1

1.54K views06:43

Artificial Intelligence && Deep Learning

A Comprehensive Introduction to Different Types of Convolutions in Deep Learning

1.07K views13:18

Artificial Intelligence && Deep Learning

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