diff --git a/docs/大语言与深度生成模型/CS50.en.md b/docs/大语言与深度生成模型/CS50.en.md new file mode 100644 index 00000000..f46b891f --- /dev/null +++ b/docs/大语言与深度生成模型/CS50.en.md @@ -0,0 +1,22 @@ +# 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: +- Recordings: +- Textbooks: No textbook is needed in this course. +- Assignments: 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). diff --git a/docs/大语言与深度生成模型/CS50.md b/docs/大语言与深度生成模型/CS50.md new file mode 100644 index 00000000..388ce293 --- /dev/null +++ b/docs/大语言与深度生成模型/CS50.md @@ -0,0 +1,17 @@ +# 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: + +