每周教学总安排:
Instructor: Zhen Chen、Min Guo
TAs: Yu Zheng, Xu Wang
- Computing/ Python-算法-数据管理-机器学习材料
- Logistics/ 签到与团队建设
- Part1-Schedule/WWn/ 前9周教学安排
- Part2-Schedule/WWn/ 后9周教学安排,第n次课的课件和参考代码
- Course-Projects/ 课程实践任务
- Readings/ 课程课外阅读的论文材料
- Memos
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- Study-Memo/ 同学们的课程小结(课程小结文件名格式:m-Dayn.md,m为学生编号,n为第n次课,学生编号在网络学堂的课程文件里可以找到)
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- Memo-Summary/ 同学们的课程小结-汇总提纲
- Python3, Jupyter Notebook (Visual Studio Code)
- Git(Github), Markdown
- SQL, Tensorflow
对有GPU使用需要的同学,可以通过这个链接申请使用GPU资源(只限校内访问): https://wiki.icenter.tsinghua.edu.cn/icenterwiki/index.php/AI云
- 一门程序语言基础
- 微积分,线性代数,概率论基础
- 上课需要自带笔记本电脑
课程相关问题和建议请在该仓库的Issues下面提出,有老师和助教进行解答。
This course is targeted to general education in a sense, and appropriate for students with lit programming skills with one language.
I would be very grateful if you post your feedback as an issue or pull request in this GitHub.