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Author SHA1 Message Date
ItWorksOnlyOnMyGPU
bc76bbf19f
Add AI/ML/DL free books to Chinese list (#13098)
Add 6 high-quality free Chinese resources to the 人工智能 (Artificial Intelligence) section:
- 大规模语言模型:从理论到实践 (Large Language Models: Theory to Practice)
- 动手学强化学习 (Hands-on Reinforcement Learning)
- 动手学深度学习 (Dive into Deep Learning, Chinese edition)
- 南瓜书PumpkinBook (PumpkinBook - ML formula derivations)
- 深度学习500问 (Deep Learning 500 Questions)
- 神经网络与深度学习 (Neural Networks and Deep Learning)

All links verified and resources are freely accessible.

Co-authored-by: ItOnlyWorksOnMyGPU <ItOnlyWorksOnMyGPU@proton.me>
2026-03-09 09:54:31 -04:00
subhanarayan28
f15678deb9
Fix formatting for APL2 at a Glance entry (#13120) 2026-03-09 09:54:07 -04:00
Suriya-rssn
f6eed661a4
Fix outdated http links (#13122)
Replaced http with https for course links
2026-03-09 09:52:50 -04:00
3 changed files with 12 additions and 6 deletions

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@ -280,7 +280,7 @@ Books on general-purpose programming that don't focus on a specific language are
### APL ### APL
* [A Programming Language](https://softwarepreservation.computerhistory.org/apl/book/APROGRAMMINGLANGUAGE.pdf) - Kenneth E. Iverson (PDF) * [A Programming Language](https://softwarepreservation.computerhistory.org/apl/book/APROGRAMMINGLANGUAGE.pdf) - Kenneth E. Iverson (PDF)
* [APL2 at a glance](https://ia801009.us.archive.org/28/items/apl-2-at-a-glance-brown-pakin-polivka/APL2_at_a_Glance_-_Brown_Pakin_Polivka.pdf) - James A. Brown, Sandra Pakin, Raymond P. Polivka - 1988 (PDF) * [APL2 at a Glance](https://ia801009.us.archive.org/28/items/apl-2-at-a-glance-brown-pakin-polivka/APL2_at_a_Glance_-_Brown_Pakin_Polivka.pdf) - James A. Brown, Sandra Pakin, Raymond P. Polivka - 1988 (PDF)
* [Learning APL](https://xpqz.github.io/learnapl) - Stefan Kruger (HTML,PDF,IPYNB) * [Learning APL](https://xpqz.github.io/learnapl) - Stefan Kruger (HTML,PDF,IPYNB)
* [Mastering Dyalog APL](https://www.dyalog.com/mastering-dyalog-apl.htm) (PDF, HTML, IPYNB) *( :construction: in process)* * [Mastering Dyalog APL](https://www.dyalog.com/mastering-dyalog-apl.htm) (PDF, HTML, IPYNB) *( :construction: in process)*
* [Reinforcement Learning From The Ground Up](https://romilly.github.io/o-x-o) - Romilly Cocking (PDF, HTML, IPYNB) *( :construction: in process)* * [Reinforcement Learning From The Ground Up](https://romilly.github.io/o-x-o) - Romilly Cocking (PDF, HTML, IPYNB) *( :construction: in process)*

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@ -191,7 +191,13 @@
### 人工智能 ### 人工智能
* [大规模语言模型:从理论到实践](https://llmbook-zh.github.io) - 张奇、桂韬、郑锐、黄沛 等
* [动手实战人工智能](https://aibydoing.com) - huhuhang * [动手实战人工智能](https://aibydoing.com) - huhuhang
* [动手学强化学习](https://hrl.boyuai.com) - 张伟楠、沈键、俞勇
* [动手学深度学习](https://zh.d2l.ai) - 阿斯顿·张、李沐、扎卡里·C·立顿、亚历山大·J·斯莫拉
* [南瓜书PumpkinBook](https://datawhalechina.github.io/pumpkin-book) - Datawhale
* [深度学习500问](https://github.com/scutan90/DeepLearning-500-questions) - scutan90
* [神经网络与深度学习](https://nndl.github.io) - 邱锡鹏
### 软件开发方法 ### 软件开发方法

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@ -149,12 +149,12 @@
### Algorithms & Data Structures ### Algorithms & Data Structures
* [Advanced Data Structures](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-851-advanced-data-structures-spring-2012/) - Erik Demaine * [Advanced Data Structures](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-851-advanced-data-structures-spring-2012/) - Erik Demaine
* [Advanced Data Structures](https://www.youtube.com/playlist?list=PLv9sD0fPjvSHqIOLTIvHJWjkdH0IdzmXT) - Uzair Javed Akhtar * [Advanced Data Structures](https://www.youtube.com/playlist?list=PLv9sD0fPjvSHqIOLTIvHJWjkdH0IdzmXT) - Uzair Javed Akhtar
* [Algorithms](https://www.youtube.com/playlist?list=PLDN4rrl48XKpZkf03iYFl-O29szjTrs_O) - Abdul Bari * [Algorithms](https://www.youtube.com/playlist?list=PLDN4rrl48XKpZkf03iYFl-O29szjTrs_O) - Abdul Bari
* [Algorithms and Data Structures Tutorial - Full Course for Beginners](https://www.youtube.com/watch?v=8hly31xKli0) - Pasan Premaratne, Jay McGavren (freeCodeCamp) * [Algorithms and Data Structures Tutorial - Full Course for Beginners](https://www.youtube.com/watch?v=8hly31xKli0) - Pasan Premaratne, Jay McGavren (freeCodeCamp)
* [Analysis of Algorithms (CSE 373)](https://www3.cs.stonybrook.edu/~skiena/373/videos) - Steven Skiena * [Analysis of Algorithms (CSE 373)](https://www3.cs.stonybrook.edu/~skiena/373/videos) - Steven Skiena
* [Berkeley University CS 61B: Data Structures](http://datastructur.es/sp16/) * [Berkeley University CS 61B: Data Structures](https://datastructur.es/sp16/)
* [C Programming & Data Structures](https://www.youtube.com/playlist?list=PLBlnK6fEyqRhX6r2uhhlubuF5QextdCSM) - Neso Academy * [C Programming & Data Structures](https://www.youtube.com/playlist?list=PLBlnK6fEyqRhX6r2uhhlubuF5QextdCSM) - Neso Academy
* [Codechef Solutions](https://www.youtube.com/playlist?list=PLRKOqqzwh75huOam-77G1v9uHjO9WWBRX) - Endeavour Monk * [Codechef Solutions](https://www.youtube.com/playlist?list=PLRKOqqzwh75huOam-77G1v9uHjO9WWBRX) - Endeavour Monk
* [Computer Sc - Programming and Data Structure](https://www.youtube.com/playlist?list=PLD9781AC5EBC9FA16) - P.P. Chakraborty * [Computer Sc - Programming and Data Structure](https://www.youtube.com/playlist?list=PLD9781AC5EBC9FA16) - P.P. Chakraborty
@ -188,7 +188,7 @@
* [Learn DS and Algorithms](https://www.programiz.com/dsa) - Programiz * [Learn DS and Algorithms](https://www.programiz.com/dsa) - Programiz
* [MIT's Design and Analysis of Algorithms (Spring 2012)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2012) - Dana Moshkovitz, Bruce Tidor * [MIT's Design and Analysis of Algorithms (Spring 2012)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2012) - Dana Moshkovitz, Bruce Tidor
* [MIT's Design and Analysis of Algorithms (Spring 2015)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2015) - Erik Demaine, Srini Devadas, Nancy Lynch * [MIT's Design and Analysis of Algorithms (Spring 2015)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2015) - Erik Demaine, Srini Devadas, Nancy Lynch
* [MIT's Introduction to Algorithms (Fall 2011)](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/) - MIT * [MIT's Introduction to Algorithms (Fall 2011)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/) - MIT
* [MIT's Introduction to Algorithms (SMA 5503) (Fall 2005)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-introduction-to-algorithms-sma-5503-fall-2005) - Charles Leiserson, Erik Demaine * [MIT's Introduction to Algorithms (SMA 5503) (Fall 2005)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-introduction-to-algorithms-sma-5503-fall-2005) - Charles Leiserson, Erik Demaine
* [MIT's Introduction to Algorithms (Spring 2020)](https://ocw.mit.edu/courses/6-006-introduction-to-algorithms-spring-2020/) - Erik Demaine, Jason Ku, Justin Solomon * [MIT's Introduction to Algorithms (Spring 2020)](https://ocw.mit.edu/courses/6-006-introduction-to-algorithms-spring-2020/) - Erik Demaine, Jason Ku, Justin Solomon
* [Online Java + DSA + Interview preparation course](https://www.youtube.com/playlist?list=PL9gnSGHSqcnr_DxHsP7AW9ftq0AtAyYqJ) - Kunal Kushwaha * [Online Java + DSA + Interview preparation course](https://www.youtube.com/playlist?list=PL9gnSGHSqcnr_DxHsP7AW9ftq0AtAyYqJ) - Kunal Kushwaha
@ -279,7 +279,7 @@
* [MCP Course](https://huggingface.co/learn/mcp-course/unit0/introduction) - Hugging Face * [MCP Course](https://huggingface.co/learn/mcp-course/unit0/introduction) - Hugging Face
* [MIT Deep Learning and Artificial Intelligence Lectures](https://deeplearning.mit.edu) - Lex Fridman, et al. * [MIT Deep Learning and Artificial Intelligence Lectures](https://deeplearning.mit.edu) - Lex Fridman, et al.
* [MIT FUTURE OF AI 6.S087: Foundation Models & Generative AI](https://www.futureofai.mit.edu) - Rickard Gabrielsson (MIT OpenCourseWare) * [MIT FUTURE OF AI 6.S087: Foundation Models & Generative AI](https://www.futureofai.mit.edu) - Rickard Gabrielsson (MIT OpenCourseWare)
* [MIT's Artificial Intelligence](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/) - Patrick Henry Winston (MIT OpenCourseWare) * [MIT's Artificial Intelligence](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/) - Patrick Henry Winston (MIT OpenCourseWare)
* [NLP Course](https://huggingface.co/learn/nlp-course) - Hugging Face * [NLP Course](https://huggingface.co/learn/nlp-course) - Hugging Face
* [NYU Artificial Intelligence SP24](https://www.youtube.com/playlist?list=PLLHTzKZzVU9cH26X9VQ14lIA0aPwZiZTx) - Alfredo Canziani, Ernest Davis * [NYU Artificial Intelligence SP24](https://www.youtube.com/playlist?list=PLLHTzKZzVU9cH26X9VQ14lIA0aPwZiZTx) - Alfredo Canziani, Ernest Davis
* [Stanford CS221: Artificial Intelligence: Principles and Techniques \| Autumn 2019](https://www.youtube.com/playlist?list=PLoROMvodv4rO1NB9TD4iUZ3qghGEGtqNX) - Stanford Online * [Stanford CS221: Artificial Intelligence: Principles and Techniques \| Autumn 2019](https://www.youtube.com/playlist?list=PLoROMvodv4rO1NB9TD4iUZ3qghGEGtqNX) - Stanford Online
@ -442,7 +442,7 @@
* [Clojure language Tutorial - for Beginners](https://www.youtube.com/watch?v=zFPiPBIkAcQ) - it learning * [Clojure language Tutorial - for Beginners](https://www.youtube.com/watch?v=zFPiPBIkAcQ) - it learning
* [Clojure Tutorial](https://www.youtube.com/watch?v=ciGyHkDuPAE) - Derek Banas * [Clojure Tutorial](https://www.youtube.com/watch?v=ciGyHkDuPAE) - Derek Banas
* [Functional Programming with Clojure](http://mooc.fi/courses/2014/clojure/) * [Functional Programming with Clojure](https://mooc.fi/courses/2014/clojure/)
* [Poetry of Programming - Clojure for Beginners](https://www.youtube.com/playlist?list=PLI-mrGTUXmHXeKhy6UGdDxIKwM8L4MTbq) - Attila EGRI-NAGY * [Poetry of Programming - Clojure for Beginners](https://www.youtube.com/playlist?list=PLI-mrGTUXmHXeKhy6UGdDxIKwM8L4MTbq) - Attila EGRI-NAGY