artificial intelligence and machine learning resources

[jeeswg]

Here are some collected YouTube videos and channels for AI/ML.

I'm yet to look in detail at writing code for AI/ML etc, however, there are resources for this, recommended by (the YouTuber) Code Bullet, lower down.

People are most welcome to post any AI/ML-related video or non-video links, especially any that helped you to write code or that are just generally interesting.

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VIDEOS

[physical][robot evolution]
https://youtu.be/AO4In7d6X-c Meet Spot, the robot dog that can run, hop and open doors | Marc Raibert
https://youtu.be/KEMt58ePNDs Evolution of BOSTON DYNAMICS ROBOTS

[physical][table tennis/wine glasses]
https://youtu.be/tIIJME8-au8 The Duel: Timo Boll vs. KUKA Robot
https://youtu.be/lv6op2HHIuM The Revenge: Timo Boll vs. KUKA Robot
https://youtu.be/bAdqazixuRY AUTOMATICA - Robots Vs. Music - Nigel Stanford

[2 opponents][2D (bird's-eye view) firing bullets]
https://youtu.be/u2t77mQmJiY A genetic algorithm learns how to fight!
[2 opponents][3D mannequins fighting, playing football (soccer)]
https://youtu.be/bsUY9wplVYw Machine learning fight scenarios

[3D obstacle course]
https://youtu.be/faDKMMwOS2Q DeepMind Learns Parkour
https://youtu.be/gn4nRCC9TwQ Google's DeepMind AI Just Taught Itself To Walk

[play games][2D polygons jumping over ball]
https://youtu.be/Gl3EjiVlz_4 Genetic algorithm. Learning to jump over ball.
[play games][2D Google Chrome T. rex jumping game]
https://youtu.be/P7XHzqZjXQs Artificial Intelligence in Google's Dinosaur (English Sub)

[user: SethBling][play games][2D Super Mario World]
https://youtu.be/qv6UVOQ0F44 MarI/O - Machine Learning for Video Games
[user: SethBling][play games][3D Super Mario Kart]
https://youtu.be/Ipi40cb_RsI MariFlow - Self-Driving Mario Kart w/Recurrent Neural Network

[user: carykh][create beautiful faces]
https://youtu.be/p_7GWRup-nQ Teaching my computer to give me friends (I... I mean images!) (convolutional neural networks)

[car chassis]
https://youtu.be/aR5N2Jl8k14 The incredible inventions of intuitive AI | Maurice Conti

[history of AI]
02:51 https://youtu.be/056v4OxKwlI A Brief History of Artificial Intelligence
08:33 https://youtu.be/l9RWTMNnvi4 This Canadian Genius Created Modern AI
17:51 https://youtu.be/c-stmgiXCZA What Is Neuromorphic Computing (How AI Will Think)
27:32 https://youtu.be/Ozipf13jRr4 John McCarthy (1927-2011): Artificial Intelligence (complete) - Thinking Allowed -Jeffrey Mishlove
47:39 https://youtu.be/a23vJZlXAeE Artificial Intelligence - History, Opportunities & Challenges [Waterloo AI Institute Inaugural Talk]
01:23:39 https://youtu.be/zYfzux7JKHE You and AI – the history, capabilities and frontiers of AI

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FROM THE AUTOHOTKEY FORUM

Neural Network basics - AutoHotkey Community
https://autohotkey.com/boards/viewtopic.php?f=7&t=42420

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VIDEOS/CHANNELS MENTIONED IN CODE BULLET SPECIAL

1 Million Subscriber Special. Code Bullet QNA - YouTube
https://www.youtube.com/watch?v=90oG7uyZT-4

[videos/channels for learning to code]
[macheads101]
How I'm Learning AI and Machine Learning - YouTube
https://www.youtube.com/watch?v=OypPjvm4kiA
[MIT OpenCourseWare]
MIT 6.034 Artificial Intelligence, Fall 2010 - YouTube
https://www.youtube.com/playlist?list=PLUl4u3cNGP63gFHB6xb-kVBiQHYe_4hSi
The Coding Train - YouTube
https://www.youtube.com/channel/UCvjgXvBlbQiydffZU7m1_aw

[Code Bullet's channel]
Code Bullet: https://www.youtube.com/CodeBullet
[channels in video description]
thinMatrix: https://www.youtube.com/ThinMatrix
Hopson: https://www.youtube.com/channel/UCeQhZOvNKSBRU0Mdg7V44wA
Jabrils: https://www.youtube.com/channel/UCQALLeQPoZdZC4JNUboVEUg
Code Parade: https://www.youtube.com/CodeParade
Carykh: https://www.youtube.com/carykh
the coding train: https://www.youtube.com/TheCodingTrain
3Blue1Brown: https://www.youtube.com/3Blue1Brown
Seth Bling: https://www.youtube.com/SethBling
sentdex: https://www.youtube.com/sentdex
William Osman: https://www.youtube.com/WilliamOsman
Michael Reeves: https://www.youtube.com/Michaelreeves
Simone Giertz: https://www.youtube.com/SimoneGiertz
Siraj Raval: https://www.youtube.com/SirajRaval

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[SOTE]

People might be interested in listening to Dr. Joscha Bach (MIT Media Lab and the Harvard Program for Evolutionary Dynamics). What's fantastic about his work and lectures, is how he breaks down the way that the brain functions, in a combination of neuroscience and computer science.

From Artificial Intelligence to Artificial Consciousness
https://youtu.be/Jr7gY3JyzP8

Joscha: From Computation to Consciousness
https://youtu.be/lKQ0yaEJjok

How to Build a Mind - Artificial Intelligence Reloaded
https://youtu.be/nlutwZ0rUUs

[nnnik]

Code Bullet is great I really like his videos.
This one is bout the possibilities of Evoltionary algorythms to simulate the walking of creatures.
It could be used to create smoother/livelier movement animations.
https://www.youtube.com/watch?v=pgaEE27nsQw

[gendalf]

One more video about bots arguing https://www.youtube.com/watch?v=vphmJEpLXU0

[ellenwhite1009]

Hello Jeeswg,

Thank you for sharing these amazing videos I find it really useful for AI and ML students.

[garner]

I have been very into this stuff lately. There are many good sources here. Thank you for sharing

[AntonyBale]

Thank's for shares. Here is on more great video
https://www.youtube.com/watch?v=gn4nRCC9TwQ. I like it as I work in one of top vr companies: anthillworldwide

[kaileyoliver]

Andrew Ng is arguably the best teacher if you want to start learning AI and machine learning. Just type Andrew Ng Machine Learning Lectures or something similar and you'll find a series of lectures that are easy to follow. Of course, you'll need to get a good book to go along with the online lectures(Introduction to Machine Learning with Python from O'Reily is my personal recommendation).

As for courses, you can find courses on Edx. Just take the audit track and study the material from world class instructors for free. If you feel that getting a certificate would help you, then you can always pay to get a certificate too.

As for the use cases of AI and machine learning, the sky is the limit (outer space is more like it!). From talking robots to nano medics, chat bots and live chat app, self driving cars and autonomous drones, the future is certainly bright for AI and ML, not to mention that AI related jobs pay a pretty penny.

[charliehailey]

Want to add this from my end:
https://pureai.com/articles/2018/11/08/top-free-ai-and-machine-learning-training-resources.aspx