Ecosyste.ms: Awesome

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https://github.com/npv2k1/awesome-youtube

awesome youtube channel
https://github.com/npv2k1/awesome-youtube

List: awesome-youtube

awesome hardware learning machine-learning math python resources software-engineering youtube

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awesome youtube channel

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# Awesome Youtube



[![Awesome](https://awesome.re/badge.svg)](https://awesome.re) ![Vercel](http://therealsujitk-vercel-badge.vercel.app/?app=awesome-yt)



## Demo



![image-20210625181223926](/assets/image-20210625181223926.png)



## List

- [Programming](#Programming)

- [Web development](#Web-development)

- [Software Engineers](#Software-Engineers)

- [Computer sciences](#Computer-sciences)

- [Python](#Python)

- [R](#R)

- [Julia](#Julia)

- [Flutter](#Flutter)

- [Ruby](#Ruby)

- [Audio and video](#Audio-and-video)

- [Cybersercurity](#Cybersercurity)

- [Internet](#Internet)

- [Math](#Math)

- [Data Science](#Data-Science)

- [Data Engineering](#Data-Engineering)

- [Machine Learning](#Machine-Learning)

- [Game development](#Game-development)

- [AI Research](#AI-Research)

- [Digital Design](#Digital-Design)

- [Operating Systems](#Operating-Systems)

- [Hardware](#Hardware)

- [life Skills And Job Searching](#life-Skills-And-Job-Searching)

- [Electronics](#Electronics)

- [Pobcasts](#Pobcasts)

- [Organizations](#Organizations)



## Programming



- [freeCodeCamp.org](https://www.youtube.com/c/Freecodecamp)

- [Geek's Lesson](https://www.youtube.com/c/GeeksLesson)

- [Neso Academy](https://www.youtube.com/c/nesoacademy/videos)

- [Tensor Programming](https://www.youtube.com/c/TensorProgramming)

- [Fireship](https://www.youtube.com/channel/UCsBjURrPoezykLs9EqgamOA)

- [Intellipaat](https://www.youtube.com/user/intellipaaat)

- [ProgrammingKnowledge](https://www.youtube.com/c/ProgrammingKnowledge)

- [Tech With Tim](https://www.youtube.com/channel/UC4JX40jDee_tINbkjycV4Sg)

- [Aaron Jack](https://www.youtube.com/channel/UCRLEADhMcb8WUdnQ5_Alk7g)

- [Java Brains](https://www.youtube.com/c/JavaBrainsChannel)

- [Ben Awad](https://www.youtube.com/user/99baddawg)

- [IAmTimCorey](https://www.youtube.com/user/IAmTimCorey)

- [CS Dojo](https://www.youtube.com/c/CSDojo/featured)

- [Devon Crawford](https://www.youtube.com/c/DevonCrawford/featured)

- [Mike Dane](https://www.youtube.com/c/GiraffeAcademy/featured)

- [Programming with Mosh](https://www.youtube.com/user/programmingwithmosh)

- [TechWorld with Nana](https://www.youtube.com/channel/UCdngmbVKX1Tgre699-XLlUA)

- [Will Kwan](https://www.youtube.com/channel/UCTjPBE9BNsmv44wgxWEy2zw)

- [William Lin](https://www.youtube.com/channel/UCKuDLsO0Wwef53qdHPjbU2Q)

- [WilliamFiset](https://www.youtube.com/c/WilliamFiset-videos)

- [Joma Tech](https://www.youtube.com/channel/UCV0qA-eDDICsRR9rPcnG7tw)

- [george hotz archive](https://www.youtube.com/channel/UCwgKmJM4ZJQRJ-U5NjvR2dg)

- [maria sitkovets](https://www.youtube.com/channel/UCyrF_lsKS9kQ3OUKQkgYh3A)

- [The Coding Train](https://www.youtube.com/user/shiffman)

- [Coding Tech](https://www.youtube.com/c/CodingTech)

- [Simplified Coding](https://www.youtube.com/c/SimplifiedcodingNetOfficial)

- [Smartherd](https://www.youtube.com/c/smartherd)

- [Asto Way](https://www.youtube.com/channel/UCQ2zUgxOwo5lzX11maTQmng)

- [Kenny Gunderman](https://www.youtube.com/c/KennyGunderman/featured)

- [Gerard Taylor](https://www.youtube.com/user/gerardonfiya/featured)

- [mCoding](https://www.youtube.com/channel/UCaiL2GDNpLYH6Wokkk1VNcg)

- [Don Jones](https://www.youtube.com/c/DonJonesConTech)

- [Derek Banas](https://www.youtube.com/c/derekbanas/featured)

- [Brian Will](https://www.youtube.com/user/briantwill)

- [LearningLad](https://www.youtube.com/c/LearningLad)

- [Caleb Curry](https://www.youtube.com/c/CalebTheVideoMaker2)

- [CodingEntrepreneurs](https://www.youtube.com/c/CodingEntrepreneurs)

- [Sebastiaan Mathôt](https://www.youtube.com/c/SebastiaanMath%C3%B4t)

- [AngelSix](https://www.youtube.com/c/AngelSix)

- [DataDaft](https://www.youtube.com/c/DataDaft)

- [Fun Fun Function](https://www.youtube.com/channel/UCO1cgjhGzsSYb1rsB4bFe4Q)

- [Mike Dane](https://www.youtube.com/c/GiraffeAcademy/)

- [KodingKevin](https://www.youtube.com/channel/UCXpGqiSd3BD0FQ9OP3ziFsw)

- [The Cherno](https://www.youtube.com/user/TheChernoProject)

- [Hussein Nasser](https://www.youtube.com/c/HusseinNasser-software-engineering)

- [Alex Lee](https://www.youtube.com/channel/UC_fFL5jgoCOrwAVoM_fBYwA)

- [Redis University](https://www.youtube.com/c/RedisUniversity)

- [NeuralNine](https://www.youtube.com/c/NeuralNine)

- [Real Python](https://www.youtube.com/c/realpython)

- [LucidProgramming](https://www.youtube.com/c/LucidProgramming)

- [Nick Chapsas](https://www.youtube.com/user/ElfocrashDev)

- [Python In 1 Minute](https://www.youtube.com/c/PythonIn1Minute)

- [Andreas Kling](https://www.youtube.com/c/AndreasKling)

- [Hackers Realm](https://www.youtube.com/channel/UCX7-Wi9ioslA9691INtFO5Q)

- [Bro Code](https://www.youtube.com/channel/UC4SVo0Ue36XCfOyb5Lh1viQ)

- [NullPointer Exception](https://www.youtube.com/channel/UCmWDlvMYYEbW42B8JyxFBcA)

- [dotNET](https://www.youtube.com/c/dotNET)

- [kudvenkat](https://www.youtube.com/c/Csharp-video-tutorialsBlogspot)

- [Ian Schoenrock](https://www.youtube.com/channel/UCg1SjE1gwO8A0xqoFtfLEAA)

- [javidx9](https://www.youtube.com/channel/UC-yuWVUplUJZvieEligKBkA)



## Web development



- [Codevolution](https://www.youtube.com/channel/UC80PWRj_ZU8Zu0HSMNVwKWw)

- [Flux](https://www.youtube.com/c/FluxWithRanSegall)

- [techsith](https://www.youtube.com/c/Techsithtube)

- [CSS Animation](https://www.youtube.com/channel/UC4QVZ552Q-dXIdMSc2cewcA)

- [Dani Krossing](https://www.youtube.com/c/TheCharmefis)

- [JavaScript Mastery](https://www.youtube.com/c/JavaScriptMastery)

- [Omatum](https://www.youtube.com/c/Omatum)

- [Punit Chawla](https://www.youtube.com/c/PunitChawla)

- [Dev Ed](https://www.youtube.com/c/DevEd)

- [DesignCourse](https://www.youtube.com/c/DesignCourse)

- [Traversy Media](https://www.youtube.com/c/TraversyMedia)

- [Thomas Bradley](https://www.youtube.com/c/acinteractivedesign)

- [Red Stapler](https://www.youtube.com/c/RedStapler_channel)

- [Brian Design](https://www.youtube.com/channel/UCsKsymTY_4BYR-wytLjex7A)

- [Fireship](https://www.youtube.com/c/AngularFirebase)

- [Academind](https://www.youtube.com/c/Academind)

- [Florin Pop](https://www.youtube.com/c/FlorinPop)

- [LevelUpTuts](https://www.youtube.com/c/LevelUpTuts)

- [Programming with Mosh](https://www.youtube.com/c/programmingwithmosh)

- [LearnCode.academy](https://www.youtube.com/c/learncodeacademy)

- [Raw Coding](https://www.youtube.com/c/RawCoding)

- [Layout Land](https://www.youtube.com/c/LayoutLand)

- [The Net Ninja](https://www.youtube.com/c/TheNetNinja)

- [Kevin Powell](https://www.youtube.com/kepowob)

- [Harry Wolff](https://www.youtube.com/c/hswolff)

- [Coding Garden](https://www.youtube.com/c/CodingGarden)

- [Hitesh Choudhary](https://www.youtube.com/c/HiteshChoudharydotcom)

- [swyx](https://www.youtube.com/c/swyxTV)

- [Yuri Artyukh](https://www.youtube.com/user/flintyara)

- [Jason Lengstorf](https://www.youtube.com/c/Lengstorf)

- [DevTips](https://www.youtube.com/c/DevTipsForDesigners/)

- [Online Tutorials](https://www.youtube.com/channel/UCbwXnUipZsLfUckBPsC7Jog)

- [Bitfumes](https://www.youtube.com/c/Bitfumes/)

- [Web Dev Simplified](https://www.youtube.com/channel/UCFbNIlppjAuEX4znoulh0Cw)

- [Ben Awad](https://www.youtube.com/c/BenAwad97/)

- [Ebenezer Don](https://www.youtube.com/c/ebenezerdon/)

- [Dev Ed](https://www.youtube.com/channel/UClb90NQQcskPUGDIXsQEz5Q)

- [Steve Griffith - Prof3ssorSt3v3](https://www.youtube.com/c/SteveGriffith-Prof3ssorSt3v3)

- [Traversy Media](https://www.youtube.com/c/TraversyMedia/featured)

- [Coder Coder](https://www.youtube.com/channel/UCzNf0liwUzMN6_pixbQlMhQ)

- [Filip](https://www.youtube.com/c/FilipDev/featured)

- [The Net Ninja](https://www.youtube.com/channel/UCW5YeuERMmlnqo4oq8vwUpg)

- [Kevin Powell](https://www.youtube.com/channel/UCJZv4d5rbIKd4QHMPkcABCw)

- [Florin Pop](https://www.youtube.com/channel/UCeU-1X402kT-JlLdAitxSMA)



## Software Engineers



- [Learn Google Spreadsheets](https://www.youtube.com/c/LearnGoogleSpreadsheets)

- [ICT Tutorial Channel](https://www.youtube.com/c/amamd91)

- [Online Training for Everyone](https://www.youtube.com/c/OnlineTrainingforEveryone)

- [Simon Sez IT](https://www.youtube.com/c/Simonsezit)

- [Tom Scott](https://www.youtube.com/c/TomScottGo)

- [Keep On Coding](https://www.youtube.com/c/KeepOnCoding)

- [Engineer Man](https://www.youtube.com/c/EngineerMan)

- [mayuko](https://www.youtube.com/channel/UCEDkO7wshcDZ7UZo17rPkzQ)

- [ForrestKnight](https://www.youtube.com/channel/UC2WHjPDvbE6O328n17ZGcfg)

- [Kevin Naughton Jr.](https://www.youtube.com/channel/UCKvwPt6BifPP54yzH99ff1g)

- [Kalle Hallden](https://www.youtube.com/channel/UCWr0mx597DnSGLFk1WfvSkQ)

- [calvin.c](https://www.youtube.com/c/calvinchancreates)

- [Clément Mihailescu](https://www.youtube.com/channel/UCaO6VoaYJv4kS-TQO_M-N_g/featured)

- [Nick White](https://www.youtube.com/c/NickWhite/featured)

- [Coding With Zhia](https://www.youtube.com/user/TwentyFi5ToLife)

- [Carla Notarobot](https://www.youtube.com/user/givemeabreak2469/featured)



## Computer sciences



- [Zach Star](https://www.youtube.com/c/zachstar)

- [Domain of Science](https://www.youtube.com/c/DomainofScience)

- [Neso Academy](https://www.youtube.com/user/nesoacademy)

- [Computerphile](https://www.youtube.com/user/Computerphile)

- [stanfordonline](https://www.youtube.com/user/stanfordonline)

- [FCIH OCW](https://www.youtube.com/user/FCIHOCW)

- [MIT OpenCourseWare](https://www.youtube.com/c/mitocw)

- [3Blue1Brown](https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw)

- [Socratica](https://www.youtube.com/c/Socratica)

- [Abdul Bari](https://www.youtube.com/channel/UCZCFT11CWBi3MHNlGf019nw)

- [mycodeschool](https://www.youtube.com/channel/UClEEsT7DkdVO_fkrBw0OTrA)

- [Gary Explains](https://www.youtube.com/c/GaryExplains)



## Python



- [NeuralNine](https://www.youtube.com/c/NeuralNine)

- [Corey Schafer](https://www.youtube.com/c/Coreyms/featured)

- [sentdex](https://www.youtube.com/user/sentdex)

- [Keith Galli](https://www.youtube.com/c/KGMIT/featured)

- [Real Python](https://www.youtube.com/c/realpython/videos)

- [Python Programmer](https://www.youtube.com/channel/UC68KSmHePPePCjW4v57VPQg)

- [Computational Biology with Python](https://www.youtube.com/channel/UCti8KSLHdoVd7K0VZwUZk_g)



## R



- [David Robinson](https://www.youtube.com/user/safe4democracy)

- [Andrew Couch](https://www.youtube.com/user/asianlongboarder)

- [Julia Silge](https://www.youtube.com/channel/UCTTBgWyJl2HrrhQOOc710kA)

- [David Langer](https://www.youtube.com/channel/UCRhUp6SYaJ7zme4Bjwt28DQ/featured)

- [TidyX](https://www.youtube.com/channel/UCP8l94xtoemCH_GxByvTuFQ)



## Julia



- [The Julia Programming Language](https://www.youtube.com/user/JuliaLanguage)



## Flutter



- [The Flutter Way](https://www.youtube.com/c/TheFlutterWay/featured)

- [Flutter](https://www.youtube.com/channel/UCwXdFgeE9KYzlDdR7TG9cMw)

- [The Boring Flutter Development Show](https://www.youtube.com/playlists?list=PLOU2XLYxmsIK0r_D-zWcmJ1plIcDNnRkK)

- [Flutter Explained](https://www.youtube.com/c/FlutterExplained)

- [Tadas Petra](https://www.youtube.com/c/TadasPetra/featured)

- [Learn App Code](https://www.youtube.com/c/LearnFlutterCode/featured)

- [Fun with Flutter](https://www.youtube.com/c/FunwithFlutter/featured)

- [Robert Brunhage](https://www.youtube.com/c/RobertBrunhage/featured)

- [Flutter Community](https://www.youtube.com/c/FlutterCommunityVideos/featured)

- [SuperDeclarative!](https://www.youtube.com/c/SuperDeclarative/featured)

- [Afgprogrammer](https://www.youtube.com/c/Afgprogrammer/featured)



## Ruby



- [zayne - YouTube](https://www.youtube.com/channel/UCkoEStUK7wxmZef2DcPuCAQ/featured)

- [Tom Kadwill - YouTube](https://www.youtube.com/user/kadwill)

- [GoRails - YouTube](https://www.youtube.com/c/GorailsTV/featured)

- [Drifting Ruby - YouTube](https://www.youtube.com/c/DriftingRuby/featured)



## Audio and video



- [OBEDIA](https://www.youtube.com/c/Obedia)

- [Black Mixture](https://www.youtube.com/c/BlackMixture)

- [Avnish Parker](https://www.youtube.com/user/avnishparker)

- [Deny King](https://www.youtube.com/c/DenyKingYoutube)

- [Blender Guru](https://www.youtube.com/user/AndrewPPrice)

- [Grant Abbitt](https://www.youtube.com/user/mediagabbitt)

- [CG Fast Track](https://www.youtube.com/c/CGFastTrack)

- [DUCKY 3D](https://www.youtube.com/channel/UCuNhGhbemBkdflZ1FGJ0lUQ)

- [Akash Murthy](https://www.youtube.com/channel/UCb_NEjjKOXV9pilaSOjlkZA)

- [Bela Platform](https://www.youtube.com/channel/UCgWd1Q2dcWdqCGNl5BijFsA)

- [Cycling '74](https://www.youtube.com/user/cycling74com)

- [Digital Signal Processing](https://www.youtube.com/channel/UCf-VdHm0OyV_TKD5BU9yIXw)

- [Eli Fieldsteel - Supercollider](https://www.youtube.com/user/elifieldsteel)

- [JUCE](https://www.youtube.com/channel/UCaF6fKdDrSmPDmiZcl9KLnQ)

- [Sam Aaron - Sonic Pi](https://www.youtube.com/channel/UCQB04t2hxSBVTjxpbIHdI-w)

- [Seth Adams - Deep Learning Audio](https://www.youtube.com/channel/UCEMuqW8dYhhbs4uXtcAaHvQ)

- [The Audio Programmer](https://www.youtube.com/channel/UCpKb02FsH4WH4X_2xhIoJ1A)



## Cybersercurity



- [Cyberspatial](https://www.youtube.com/c/Cyberspatial/about)

- [David Bombal](https://www.youtube.com/c/DavidBombal)

- [Professor Messer](https://www.youtube.com/channel/UCkefXKtInZ9PLsoGRtml2FQ)

- [CodeCommand](https://www.youtube.com/c/CodeCommand)

- [LiveOverflow](https://www.youtube.com/c/LiveOverflowCTF)

- [NullByte](https://www.youtube.com/channel/UCgTNupxATBfWmfehv21ym-g)

- [Hackersploit](https://www.youtube.com/channel/UC0ZTPkdxlAKf-V33tqXwi3Q)

- [Gerald Auger](https://www.youtube.com/c/GeraldAuger)

- [Network Chuck](https://www.youtube.com/c/NetworkChuck)



## Internet



- [Net VN](https://www.youtube.com/c/NetVNbuitronghieu)

- [Network Direction](https://www.youtube.com/channel/UCtuXekfqj-paqsxtqVNCC2A)

- [NetworKing](https://www.youtube.com/c/NetworKingInc)

- [PowerCert Animated Videos](https://www.youtube.com/c/PowerCertAnimatedVideos)



## Math



- [StatQuest with Josh Starmer](https://www.youtube.com/user/joshstarmer)

- [3Blue1Brown](https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw)

- [ritvikmath](https://www.youtube.com/c/ritvikmath)

- [zedstatistics](https://www.youtube.com/user/zedstatistics)

- [Brandon Foltz](https://www.youtube.com/c/BrandonFoltz/featured)

- [Mathematical Foundations of ML with Jon Krohn](https://www.youtube.com/c/jonkrohnlearns)

- [MathTheBeautiful](https://www.youtube.com/c/MathTheBeautiful/playlists)

- [Dr.Trefor Bazett](https://www.youtube.com/c/DrTreforBazett/playlists)



## Data Science



- [Ken Jee](https://www.youtube.com/channel/UCiT9RITQ9PW6BhXK0y2jaeg)

- [Tina Huang](https://www.youtube.com/channel/UC2UXDak6o7rBm23k3Vv5dww)

- [Data Professor](https://www.youtube.com/channel/UCV8e2g4IWQqK71bbzGDEI4Q)

- [Krish Naik](https://www.youtube.com/user/krishnaik06)

- [Imaad Mohamed Khan](https://www.youtube.com/channel/UC6VPXglDoZYMOj2kr-flNJQ)

- [Import Data](https://www.youtube.com/c/ImportData1/featured)

- [James Briggs](https://www.youtube.com/channel/UCv83tO5cePwHMt1952IVVHw)

- [Shashank Kalanithi](https://www.youtube.com/user/95shawshankk19)

- [Alex The Analyst](https://www.youtube.com/channel/UC7cs8q-gJRlGwj4A8OmCmXg)

- [How to Get an Analytics Job](https://www.youtube.com/channel/UC7T_528unh2ZgnVcx1sl7oA/channels)

- [Chris Lovejoy](https://www.youtube.com/channel/UCDoIFHMTKsgIweO-OZt1ecw)

- [Anastasia K](https://www.youtube.com/channel/UCbWVgqVWcthADXHgxXJn1bA)

- [Data Science Jay](https://www.youtube.com/channel/UCcQx1UnmorvmSEZef4X7-6g)

- [Nate at StrataScratch](https://www.youtube.com/channel/UCW8Ews7tdKKkBT6GdtQaXvQ)

- [Luke Barousse](https://www.youtube.com/channel/UCLLw7jmFsvfIVaUFsLs8mlQ)

- [Madhav Thaker](https://www.youtube.com/user/inferno0709)

- [Damsel in Data](https://www.youtube.com/channel/UCenqe6Cvfd47aHAOb9Qe8yA/featured)

- [RichardOnData](https://www.youtube.com/channel/UCKPyg5gsnt6h0aA8EBw3i6A)

- [Part Time Larry](https://www.youtube.com/channel/UCY2ifv8iH1Dsgjrz-h3lWLQ)

- [The High ROI Data Scientist](https://www.youtube.com/channel/UCkYooZtwK_RJAd9SdL1jfeA/featured)

- [dataslice](https://www.youtube.com/channel/UCBV194XNr6CIQCCuw1v2rMQ)

- [Data Interview Pro](https://www.youtube.com/channel/UCAWsBMQY4KSuOuGODki-l7A)

- [Data School](https://www.youtube.com/c/dataschool/featured)

- [DataInterview](https://www.youtube.com/channel/UCQSMCVUX1HgrwxJhO_7VrJQ/featured)

- [365 Data Science](https://www.youtube.com/c/365DataScience/videos)

- [Data Science Society](https://www.youtube.com/channel/UC5Uikv2NXsZ4ZEWOGyW__3A)



## Data Engineering



- [Seattle Data Guy](https://www.youtube.com/c/SeattleDataGuy)

- [Karolina Sowinska](https://www.youtube.com/channel/UCAxnMry1lETl47xQWABvH7g)

- [Data Engineering](https://www.youtube.com/c/atozknowledgevideos/featured)

- [Tuan Vu](https://www.youtube.com/channel/UCiWjUAmiF3v91NbHOKuPNow/videos)

- [StartDataEngineering](https://www.youtube.com/channel/UCX5KGm1UmEFYYQfMmcluapQ)

- [Code First](https://www.youtube.com/c/CodeFirstio/featured)



## Machine Learning



- [Abhishek Thakur](https://www.youtube.com/c/AbhishekThakurAbhi)

- [Ahlad Kumar](https://www.youtube.com/c/AhladKumar)

- [Aladdin Persson](https://www.youtube.com/c/AladdinPersson)

- [Andreas Mueller](https://www.youtube.com/c/AndreasMueller)

- [Data School](https://www.youtube.com/c/dataschool)

- [Henry AI Labs](https://www.youtube.com/channel/UCHB9VepY6kYvZjj0Bgxnpbw)

- [Jeremy Howard](https://www.youtube.com/user/howardjeremyp)

- [Rasa](https://www.youtube.com/c/RasaHQ)

- [Yannic Kilcher](https://www.youtube.com/c/YannicKilcher)

- [OpenAI](https://www.youtube.com/channel/UCXZCJLdBC09xxGZ6gcdrc6A)

- [Two Minute Papers](https://www.youtube.com/c/K%C3%A1rolyZsolnai)

- [What's AI](https://www.youtube.com/channel/UCUzGQrN-lyyc0BWTYoJM_Sg)

- [Daniel Bourke](https://www.youtube.com/channel/UCr8O8l5cCX85Oem1d18EezQ)

- [Mark Saroufim](https://www.youtube.com/user/marksaroufim)

- [Nicholas Renotte](https://www.youtube.com/c/NicholasRenotte)

- [Abhishek Thakur](https://www.youtube.com/c/AbhishekThakurAbhi)

- [Aladdin Persson](https://www.youtube.com/c/AladdinPersson)

- [CodeEmporium](https://www.youtube.com/c/CodeEmporium/featured)

- [Jay Alammar](https://www.youtube.com/channel/UCmOwsoHty5PrmE-3QhUBfPQ)

- [Yacine Mahdid](https://www.youtube.com/c/CodeThisCodeThat/featured)

- [Henry AI Labs](https://www.youtube.com/channel/UCHB9VepY6kYvZjj0Bgxnpbw/featured)

- [Smitha Kolan - Machine Learning Engineer](https://www.youtube.com/channel/UCsh8qhZ4Wm2IJDRsNr_5Z0A)

- [AI Coffee Break with Letitia](https://www.youtube.com/c/aicoffeebreak)

- [deeplizard](https://www.youtube.com/channel/UC4UJ26WkceqONNF5S26OiVw)

- [The Independent Code](https://www.youtube.com/channel/UC1OLIHvAKBQy3o5LcbbxUSg)

- [Alfredo Canziani](https://www.youtube.com/c/AlfredoCanziani/featured)

- [Cassie Kozyrkov](https://www.youtube.com/channel/UCbOX--VOebPe-MMRkatFRxw/featured)

- [AIEngineering](https://www.youtube.com/c/AIEngineeringLife/featured)

- [Kapil Sachdeva](https://www.youtube.com/channel/UCk1u5_qq_nrdz13-o5K6beQ)

- [AI Coding](https://www.youtube.com/c/AICoding/featured)

- [Valerio Velardo - The Sound of AI](https://www.youtube.com/channel/UCZPFjMe1uRSirmSpznqvJfQ)



## Game development



- [ScriptersWar](https://www.youtube.com/c/ScriptersWar)

- [Brackeys](https://www.youtube.com/c/Brackeys)

- [Jonas Tyroller](https://www.youtube.com/c/JonasTyroller)

- [RealTutsGML](https://www.youtube.com/c/RealTutsGML)

- [Mark Rise](https://www.youtube.com/channel/UCX4mqbvv5lGqLpI4FYlJt4w)

- [Chris Courses](https://www.youtube.com/c/ChrisCourses)

- [Zenva](https://www.youtube.com/c/Zenva)

- [Mix and Jam](https://www.youtube.com/c/MixandJam)

- [Sebastian Lague](https://www.youtube.com/c/SebastianLague)

- [DaFluffyPotato](https://www.youtube.com/c/DaFluffyPotato)

- [ChiliTomatoNoodle](https://www.youtube.com/c/ChiliTomatoNoodle)

- [GDQuest](https://www.youtube.com/channel/UCxboW7x0jZqFdvMdCFKTMsQ)

- [HeartBeast](https://www.youtube.com/user/uheartbeast)

- [Meth Meth Method](https://www.youtube.com/c/MethMethMethod)

- [Clear Code](https://www.youtube.com/c/ClearCode)



## AI Research



- [AI Journal](https://www.youtube.com/c/AIJournal)

- [Arxiv Insights](https://www.youtube.com/channel/UCNIkB2IeJ-6AmZv7bQ1oBYg)

- [Yannic Kilcher](https://www.youtube.com/c/YannicKilcher/featured)

- [Two Minute Papers](https://www.youtube.com/c/K%C3%A1rolyZsolnai/featured)

- [bycloud](https://www.youtube.com/channel/UCgfe2ooZD3VJPB6aJAnuQng)



## Digital Design



- [How to Graphic Design](https://www.youtube.com/c/HowtoGraphicDesign)

- [ArmaganVideos](https://www.youtube.com/c/armaganvideos)

- [T&T Tutorials](https://www.youtube.com/c/TTTutorials)

- [Pixel & Bracket](https://www.youtube.com/c/Pixelandbracket)

- [Zakey Design](https://www.youtube.com/c/ZakeyDesignow)

- [Art with Flo](https://www.youtube.com/c/ArtwithFlo)

- [Envato Tuts+](https://www.youtube.com/c/tutsplus)

- [Logos By Nick](https://www.youtube.com/c/logosbynick)

- [Mohamed Achraf](https://www.youtube.com/c/MohamedAchraf)



## Operating Systems



- [Riba Linux](https://www.youtube.com/c/RibaLinux)

- [MSFT WebCast](https://www.youtube.com/c/MSFTWebCast)



## Hardware



- [Ben Eater](https://www.youtube.com/channel/UCgfe2ooZD3VJPB6aJAnuQng)

- [Teaching Tech](https://www.youtube.com/c/TeachingTech)

- [Linus Tech Tips](https://www.youtube.com/c/LinusTechTips)

- [educ8s.tv](https://www.youtube.com/c/Educ8s)

- [GreatScott!](https://www.youtube.com/user/greatscottlab)

- [RaspberryPiIVBeginners](https://www.youtube.com/user/RaspberryPiBeginners)

- [ExplainingComputers](https://www.youtube.com/user/explainingcomputers)



## Life Skills And Job Searching



- [GCFLearnFree.org](https://www.youtube.com/c/GcflearnfreeOrgplus)

- [mayuko](https://www.youtube.com/c/hellomayuko)

- [Joshua Fluke](https://www.youtube.com/user/Tychos1)

- [Joma Tech](https://www.youtube.com/c/JomaOppa)



## Electronics



- [All About Electronics](https://www.youtube.com/c/ALLABOUTELECTRONICS)



## Pobcasts



- [Lex Fridman](https://www.youtube.com/user/lexfridman)

- [bitgrit_official](https://www.youtube.com/channel/UCsEdlkbxrAH93NVGFgGtgdA)

- [Machine Learning Street Talk](https://www.youtube.com/c/MachineLearningStreetTalk/videos)

- [Weights & Biases](https://www.youtube.com/c/WeightsBiases)

- [Chai Time Data Science](https://www.youtube.com/c/ChaiTimeDataScience/featured)

- [Data Skeptic](https://www.youtube.com/channel/UC60gRMJRjTuTskBnl-LkPAg)

- [Data Futurology](https://www.youtube.com/c/datafuturology)

- [O'Reilly](https://www.youtube.com/oreilly/featured)

- [Towards Data Science](https://www.youtube.com/c/TowardsDataScience/videos)

- [Open Data Science](https://www.youtube.com/c/OpenDataScienceCon/videos)

- [Springboard](https://www.youtube.com/c/springboard/featured)

- [Data Science Salon](https://www.youtube.com/c/DataScienceSalon/featured)

- [DeepLearningAI](https://www.youtube.com/c/Deeplearningai)

- [The Ravit Show](https://www.youtube.com/channel/UC4yopSSlBfw2WAykLPTYH-w/featured)



## Organizations



- [DeepMind](https://www.youtube.com/c/DeepMind/videos)

- [TensorFlow](https://www.youtube.com/c/TensorFlow/featured)

- [Google Cloud Tech](https://www.youtube.com/user/googlecloudplatform/featured)

- [TensorFlow](https://www.youtube.com/channel/UC0rqucBdTuFTjJiefW5t-IQ)

- [HuggingFace](https://www.youtube.com/channel/UCHlNU7kIZhRgSbhHvFoy72w)

- [OpenAI](https://www.youtube.com/channel/UCXZCJLdBC09xxGZ6gcdrc6A)

- [PyTorch](https://www.youtube.com/channel/UCWXI5YeOsh03QvJ59PMaXFw)

- [Kaggle](https://www.youtube.com/user/kaggledotcom)

- [H2O.ai](https://www.youtube.com/user/0xdata)

- [DataCamp](https://www.youtube.com/c/Datacamp/featured)



## Cralws



```bash 

  cd cralws

  node mkfile.js

```



## Deployment



To deploy this project run



```bash

  yarn run dist

```