add llm course

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Yuhao Chen 2024-11-25 21:41:09 -05:00
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# Harvard's CS50: Introduction to AI with Python
## Descriptions
- Offered by: Harvard University
- Prerequisites: Basic knowledge of probability theory and Python
- Programming Languages: Python
- Difficulty: 🌟🌟🌟
- Class Hour: 30
A very basic introductory AI course, what makes it stand out is the 12 well-designed programming assignments, all of which will use the learned knowledge to implement a simple game AI, such as using reinforcement learning to play Nim game, using max-min search with alpha-beta pruning to sweep mines, and so on. It's perfect for newbies to get started or bigwigs to relax.
## Course Resources
- Course Website: <https://cs50.harvard.edu/ai/2020/>
- Recordings: <https://cs50.harvard.edu/ai/2020/>
- Textbooks: No textbook is needed in this course.
- Assignments: <https://cs50.harvard.edu/ai/2020/> with 12 programming labs of high quality mentioned above.
## Personal Resources
All the resources and assignments used by @PKUFlyingPig in this course are maintained in [PKUFlyingPig/cs50_ai - GitHub](https://github.com/PKUFlyingPig/cs50_ai).

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# CS324 - Large Language Models
## 课程简介
- 所属大学Stanford
- 先修要求:深度学习
- 编程语言Python
- 课程难度:🌟🌟🌟🌟🌟
- 预计学时30 小时
一门非常基础的 AI 入门课,让人眼前一亮的是 12 个设计精巧的编程作业,都会用学到的 AI 知识去实现一个简易的游戏 AI比如用强化学习训练一个 Nim 游戏的 AI用 alpha-beta 剪枝去扫雷等等,非常适合新手入门或者大佬休闲。
## 课程资源
- 课程网站:<https://stanford-cs324.github.io/winter2022/>