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| Idnan/bash-guide: A guide to learn bash | https://github.com/Idnan/bash-guide |
| coells/100days: 100 days of algorithms | https://github.com/coells/100days |
| caiorss/Functional-Programming: Functional Programming concepts, examples and patterns illustrated in Haskell, Ocaml and Python | https://github.com/caiorss/Functional-Programming |
| quii/learn-go-with-tests: Learn Go with test-driven development | https://github.com/quii/learn-go-with-tests |
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| https://github.com/sta2k/developers-guide#popular-github-repositories |
| kamranahmedse/developer-roadmap: Roadmap to becoming a web developer in 2020 | https://github.com/kamranahmedse/developer-roadmap |
| Asabeneh/30DaysOfJavaScript: 30 days of JavaScript programming challenge is a sep by step guide to learn JavaScript programming language in 30 days | https://github.com/Asabeneh/30DaysOfJavaScript |
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| Frontend Web Development Resources: RitikPatni/Front-End-Web-Development-Resources | https://github.com/RitikPatni/Front-End-Web-Development-Resources |
| JavaScript Course: jonasschmedtmann/complete-javascript-course | https://github.com/jonasschmedtmann/complete-javascript-course |
| Modern Web Dev Spellbook: dexteryy/spellbook-of-modern-webdev | https://github.com/dexteryy/spellbook-of-modern-webdev#platforms-and-languages |
| Web Development Course List: andrews1022/web-development-2020-course-list | https://github.com/andrews1022/web-development-2020-course-list |
| fullstackreact/30-days-of-react | https://github.com/fullstackreact/30-days-of-react |
| Full Stack Developer Resources: bmorelli25/Become-A-Full-Stack-Web-Developer | https://github.com/bmorelli25/Become-A-Full-Stack-Web-Developer |
| sahat/hackathon-starter: A boilerplate for Node.js Web Applications | https://github.com/sahat/hackathon-starter |
| Django Hackathon Starter: DrkSephy/django-hackathon-starter: A boilerplate for Django web applications | https://github.com/DrkSephy/django-hackathon-starter |
| https://github.com/sta2k/developers-guide#deep-learning-data-science-machine-learning |
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| 3 Blue One Brown | https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw |
| Linear Algebra for Machine Learning | https://www.youtube.com/playlist?list=PLHXZ9OQGMqxfUl0tcqPNTJsb7R6BqSLo6&app=desktop |
| 2019 Mathematics of Machine Learning Summer School | https://www.youtube.com/playlist?list=PLTPQEx-31JXhguCush5J7OGnEORofoCW9 |
| Khan Academy - Gradient | https://www.youtube.com/user/khanacademy/search?query=gradient |
| Luis Serrano | https://www.youtube.com/channel/UCgBncpylJ1kiVaPyP-PZauQ |
| https://github.com/sta2k/developers-guide#2-python-programming |
| Learn to Program in Python! - Keith Galli | https://www.youtube.com/playlist?list=PLFCB5Dp81iNVoB_eWmDB1nEusSCurrsac |
| Python Tutorials for Absolute Beginners by CS Dojo | https://www.youtube.com/playlist?list=PLBZBJbE_rGRWeh5mIBhD-hhDwSEDxogDg |
| Python OOP Tutorials - Working with Classes | https://www.youtube.com/playlist?list=PL-osiE80TeTsqhIuOqKhwlXsIBIdSeYtc |
| Python Tutorials - freecodecamp | https://www.youtube.com/playlist?list=PLWKjhJtqVAbnqBxcdjVGgT3uVR10bzTEB |
| Python Books Free resources on Python | https://pythonbooks.revolunet.com/ |
| DataCamp | https://learn.datacamp.com/ |
| codingforentrepreneurs/30-Days-of-Python: For the next 30 days, learn the Python Programming language | https://github.com/codingforentrepreneurs/30-Days-of-Python |
| https://github.com/sta2k/developers-guide#3-machine-learning--deep-learning |
| Machine Learning - Mathematical Monk (160 Videos) | https://www.youtube.com/playlist?list=PLD0F06AA0D2E8FFBA |
| Stanford CS229: Machine Learning, Autumn 2018 | https://www.youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU |
| Foundations of Machine Learning - Inside Bloomberg | https://www.youtube.com/playlist?list=PLnZuxOufsXnvftwTB1HL6mel1V32w0ThI |
| Machine Learning by freecodecamp | https://www.youtube.com/playlist?list=PLWKjhJtqVAblStefaz_YOVpDWqcRScc2s |
| Victor Lavrenko - ML Theory + Math | https://www.youtube.com/user/victorlavrenko/playlists |
| Machine Learning Recipes with Josh Gordon | https://www.youtube.com/playlist?list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal |
| CS230: Deep Learning, Autumn 2018 | https://www.youtube.com/playlist?list=PLoROMvodv4rOABXSygHTsbvUz4G_YQhOb |
| Deep Learning (with PyTorch) - Alfredo Canziani | https://www.youtube.com/playlist?list=PLLHTzKZzVU9eaEyErdV26ikyolxOsz6mq |
| MIT Deep Learning 6.S191 - MIT, Alexander Amini | http://introtodeeplearning.com |
| Stanford CS221: Artificial Intelligence: Principles and Techniques, Autumn 2019 | https://www.youtube.com/playlist?list=PLoROMvodv4rO1NB9TD4iUZ3qghGEGtqNX |
| Stanford CS224U: Natural Language Understanding, Spring 2019 | https://www.youtube.com/playlist?list=PLoROMvodv4rObpMCir6rNNUlFAn56Js20 |
| CS224N: Natural Language Processing with Deep Learning, Winter 2019 | https://www.youtube.com/playlist?list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z |
| 11-785 Introduction to Deep Learning, Carnegie Mellon University, Spring 2020 | https://www.youtube.com/playlist?list=PLp-0K3kfddPzCnS4CqKphh-zT3aDwybDe |
| sentdex | https://www.youtube.com/user/sentdex/playlists |
| Applied Deep Learning with PyTorch - Full Course | https://www.youtube.com/watch?v=CNuI8OWsppg&=&t=1475s |
| CS234: Reinforcement Learning, Winter 2019 | https://www.youtube.com/playlist?list=PLoROMvodv4rOSOPzutgyCTapiGlY2Nd8u |
| Stanford CS330: Deep Multi-Task and Meta Learning | https://www.youtube.com/playlist?list=PLoROMvodv4rMC6zfYmnD7UG3LVvwaITY5 |
| AA289 - Robotics and Autonomous Systems Seminar | https://www.youtube.com/playlist?list=PLoROMvodv4rMeercb-kvGLUrOq4HR6BZD |
| OpenCV Python Tutorial For Beginners | https://www.youtube.com/playlist?list=PLS1QulWo1RIa7D1O6skqDQ-JZ1GGHKK-K |
| Deeplizard | https://www.youtube.com/channel/UC4UJ26WkceqONNF5S26OiVw/playlists?view=50&sort=dd&shelf_id=6 |
| Brandon Rohrer | https://www.youtube.com/channel/UCsBKTrp45lTfHa_p49I2AEQ |
| Yann LeCun Deep Learning Course | https://atcold.github.io/pytorch-Deep-Learning/ |
| Kaggle Courses | https://www.kaggle.com/learn/overview |
| MIT Course | https://fullstackdeeplearning.com/ |
| https://github.com/sta2k/developers-guide#4-data-science--misc |
| Kaggle | https://www.youtube.com/user/kaggledotcom |
| Data Science - Keith Galli | https://www.youtube.com/playlist?list=PLFCB5Dp81iNVmuoGIqcT5oF4K-7kTI5vp |
| StatQuest with Josh Starmer | https://www.youtube.com/user/joshstarmer/playlists |
| Data Science - freecodecamp | https://www.youtube.com/playlist?list=PLWKjhJtqVAblQe2CCWqV4Zy3LY01Z8aF1 |
| Missing Semester IAP 2020 - MIT | https://www.youtube.com/playlist?list=PLyzOVJj3bHQuloKGG59rS43e29ro7I57J |
| https://github.com/sta2k/developers-guide#android-development |
| https://github.com/sta2k/developers-guide#java |
| Android Basics: User Interface | https://www.udacity.com/course/android-basics-user-interface--ud834 |
| Android Basics: User Input | https://www.udacity.com/course/android-basics-user-input--ud836 |
| Android Basics: Multi-screen Apps | https://www.udacity.com/course/android-basics-multi-screen-apps--ud839 |
| Android Basics: Networking | https://www.udacity.com/course/android-basics-networking--ud843 |
| Android Basics: Data Storage | https://www.udacity.com/course/android-basics-data-storage--ud845 |
| Developing Android Apps | https://www.udacity.com/course/new-android-fundamentals--ud851 |
| Advanced Android App Development | https://www.udacity.com/course/advanced-android-app-development--ud855 |
| https://github.com/sta2k/developers-guide#kotlin |
| Android's Kotlin Resource Page | https://developer.android.com/kotlin |
| Kotlin Bootcamp for Programmers | https://classroom.udacity.com/courses/ud9011 |
| Developing Android App with Kotlin | https://classroom.udacity.com/courses/ud9012 |
| Advanced Android App Development | https://classroom.udacity.com/courses/ud855 |
| Mini Courses on Google Codelab : | https://codelabs.developers.google.com |
| https://github.com/sta2k/developers-guide#youtube-channels |
| Android Developers | https://www.youtube.com/c/AndroidDevelopers/videos |
| Philipp Lackner | https://www.youtube.com/channel/UCKNTZMRHPLXfqlbdOI7mCkg |
| CodingWithMitch | https://www.youtube.com/channel/UCoNZZLhPuuRteu02rh7bzsw |
| Coding in Flow | https://www.youtube.com/channel/UC_Fh8kvtkVPkeihBs42jGcA |
| Simplified Coding | https://www.youtube.com/c/SimplifiedcodingNetOfficial/videos |
| dwvicy.github.io/developers-guide/ | https://dwvicy.github.io/developers-guide/ |
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