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# Modern Robotics
## 课程简介
- 所属大学Northwestern University
- 先修要求:基本线代
- 编程语言Python/Matlab
- 课程难度:🌟🌟🌟
- 预计学时50+ 小时
机器人Manipulation的入门课程(mechanics方向) 课程并不算得上有趣,但内容很重要有相当多的数学表达 (Kinematics, Dynamics, Modelling, Planning and Control).自学尤其会很难坚持下去,建议是做Manipulation这个方向的同学学习
## 课程资源
- 课程网站:<https://modernrobotics.northwestern.edu/nu-gm-book-resource/>
- 课程视频:<https://modernrobotics.northwestern.edu/nu-gm-book-resource/foundations-of-robot-motion/>
- 课程教材:<http://hades.mech.northwestern.edu/index.php/Modern_Robotics>
- 课程作业:<https://github.com/NxRLab/ModernRobotics/tree/master>,这个只是配套的软件,并没有公开的很好的作业资源. 或许可以参考这门课程的作业 <http://www.cs.cmu.edu/~cga/kdc-11/>
## 资源汇总
这门课的讨论论坛在 <https://piazza.com/cmu/fall2023/rob101>

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机器学习系统: Machine Learning Systems
深度学习: Deep Learning
机器学习进阶: Advanced Machine Learning
机器人Manipulation: Robotics Manipulation
后记: Postscript
- search:
lang:
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- "Columbia STAT 8201: Deep Generative Models": "机器学习进阶/STAT8201.md"
- "U Toronto STA 4273 Winter 2021: Minimizing Expectations": "机器学习进阶/STA4273.md"
- "Stanford STATS214 / CS229M: Machine Learning Theory": "机器学习进阶/CS229M.md"
- 机器人Manipulation:
- "Northwestern University: Modern Robotics": "机器人Manipulation/mechanics of manipulation.md"
- 后记: "后记.md"