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Add SQL playgrounds, Deep-ML problem set, and OpenCV University courses (#12421)

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* add: new machine learning books (MLSys Book, Patterns, Predictions, and Actions)

* add: OpenCV University free courses (PyTorch, TensorFlow, Python, OpenCV)

* add: new SQL practice and editor resources

* add: Deep-ML problem set for competitive programming

* fix: lint issues (pdf tag, ordering, trailing slash)

* fix: correct alphabetical order for SQL resources
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Vipin Kumar
2025-10-12 06:34:32 +05:30
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commit 010c6c082e
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courses/free-courses-en.md
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* [Cloud Computing Tutorial For Beginners - 2023 Updated](https://www.youtube.com/playlist?list=PLEiEAq2VkUUIJ3o1tehvtux0_Ynf42CBN) - Simplilearn
* [Introduction to Cloud](https://cognitiveclass.ai/courses/introduction-to-cloud) - CognitiveClass.ai
* [NPTEL-CloudComputing](https://www.youtube.com/playlist?list=PLShJJCRzJWxhz7SfG4hpaBD5bKOloWx9J) - Manish Narula
#### AWS
@@ -646,12 +645,15 @@
* [Neuromatch Academy: Deep Learning](https://deeplearning.neuromatch.io/tutorials/intro.html) - Neuromatch Academy
* [NYU Deep Learning SP21](https://www.youtube.com/playlist?list=PLLHTzKZzVU9e6xUfG10TkTWApKSZCzuBI) Alfredo Canziani
* [NYU Deep Learning SP22](https://www.youtube.com/playlist?list=PLLHTzKZzVU9f3kmEta5dlkMXgtD1LxHzT) - Alfredo Canziani
* [OpenCV Bootcamp](https://opencv.org/university/free-opencv-course/) - OpenCV University
* [Practical Deep Learning For Coders taught](http://www.fast.ai) - Jeremy Howard
* [Practical Deep Learning for Coders, v3 (using fastai library)](https://course.fast.ai)
* [PyTorch Bootcamp](https://opencv.org/university/free-pytorch-course/) - OpenCV University
* [Recurrent Neural Network](https://www.youtube.com/playlist?list=PLuhqtP7jdD8ARBnzj8SZwNFhwWT89fAFr) - Coding Lane
* [Self-Paced Courses for Deep Learning](https://developer.nvidia.com/deep-learning-courses)
* [Stanford CS 224N: Natural Language Processing with Deep Learning](https://www.youtube.com/playlist?list=PLoROMvodv4rOSH4v6133s9LFPRHjEmbmJ) (Stanford Online)
* [Stanford CS230: Deep Learning](https://www.youtube.com/playlist?list=PLoROMvodv4rOABXSygHTsbvUz4G_YQhOb) (Stanford Online)
* [TensorFlow Bootcamp](https://opencv.org/university/free-tensorflow-keras-course/) - OpenCV University
* [Unsupervised Feature Learning and Deep Learning](http://deeplearning.stanford.edu/tutorial)
@@ -913,7 +915,7 @@
* [Complete Bootstrap Crash Course \| Bootstrap 4 Tutorial](https://www.youtube.com/watch?v=ZfRn9VJzdGA) - Julio Codes
* [Gentle Introduction to Bootstrap 5 for Beginners](https://www.youtube.com/playlist?list=PLErOmyzRKOCr47pRGOswKcgzGyetNRdHZ) - Deborah Kurata
* [Introduction to Bootstrap - A Tutorial](https://www.classcentral.com/course/edx-introduction-to-bootstrap-a-tutorial-3338) - Microsoft via edX (Class Central)
* [Learn Bootstrap](https://v2.scrimba.com/learn-bootstrap-c0o) - Scrimba
* [Learn Bootstrap](https://v2.scrimba.com/learn-bootstrap-c0o) - Scrimba
* [Learn Bootstrap 4 for free](https://scrimba.com/learn/bootstrap4) - Neil Rowe (Scrimba)
* [Learn Bootstrap 4 in this free 10-part course](https://www.freecodecamp.org/news/want-to-learn-bootstrap-4-heres-our-free-10-part-course-happy-easter-35c004dc45a4/) - Per Harald Borgen (Freecodecamp)
* [Learn Bootstrap 5 and SASS by Building a Portfolio Website - Full Course](https://www.youtube.com/watch?v=iJKCj8uAHz8) - Patrick Muriungi, freeCodeCamp
@@ -1165,7 +1167,7 @@
* [Learn Class Components in React](https://v2.scrimba.com/learn-class-components-in-react-c0h) - Bob Ziroll (Scrimba)
* [Learn React + Redux](https://www.sololearn.com/learning/1097) - *registration required*
* [Learn React for Free](https://scrimba.com/learn/learnreact) - Bob Ziroll (Scrimba)
* [Learn React Router 6](https://scrimba.com/learn/reactrouter6) - Bob Ziroll (Scrimba)
* [Learn React Router 6](https://scrimba.com/learn/reactrouter6) - Bob Ziroll (Scrimba)
* [Learn ReactJS](https://www.codecademy.com/learn/react-101) - Codecademy
* [Learn Styled Components in React](https://v2.scrimba.com/learn-styled-components-in-react-c0r) - Ania Kubow (Scrimba)
* [React](https://progate.com/languages/react) (progate) *(account required)*
@@ -1561,6 +1563,7 @@
* [Python Course from scratch](https://scrimba.com/playlist/pNpZMAB) - Olaf Paulson (scrimba)
* [Python Data Analysis](https://www.coursera.org/learn/python-analysis) - Scott Rixner, Joe Warren (Coursera)
* [Python for Beginners](https://alison.com/course/python-for-beginners) - Merul Dhiman (Alison)
* [Python for Beginners](https://opencv.org/university/python-for-beginners/) - OpenCV University
* [Python for Beginners](https://www.youtube.com/playlist?list=PLUaB-1hjhk8GHKfndKjyDMHPg_HlQ4vpK) - Alex The Analyst
* [Python for Beginners (Full Course)](https://www.youtube.com/playlist?list=PLsyeobzWxl7poL9JTVyndKe62ieoN-MZ3) - Telusko
* [Python for Data Science, AI & Development](https://www.coursera.org/learn/python-for-applied-data-science-ai) - Joseph Santarcangelo (Coursera)