FEAT: add SDM368 Convex Optimization

squarezhong · Nov 9, 2024 · 637979b · 637979b
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diff --git a/courses.md b/courses.md
@@ -48,5 +48,6 @@ class of 2022
 - [SDM357 Computer Networking and its Industrial Application](courses/SDM357.md)
 - [SDM359 Advanced Machine Learning](courses/SDM359.md)
 - [SDM366 Optimal Control and Estimation](courses/SDM366.md)
+- [SDM368 Convex Optimization and its Application in Machine Learning](courses/SDM368.md)
 - [SDM5006 System Identification and Adaptive Control](courses/SDM5006.md)
 - [SDM5008 Advanced Robotics Control](courses/SDM5008.md)
diff --git a/courses/SDM368.md b/courses/SDM368.md
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+# SDM368 Convex Optimization and its Application in Machine Learning
+
+凸优化是非常重要的数学课程，对你未来的研究可能有帮助。
+
+## Online Courses
+- [Stanford EE364A Convex Optimization I Stephen Boyd I 2023 (Youtube)](https://youtu.be/kV1ru-Inzl4?si=C15PqOr3h8gdb2FC)
+
+- [Stanford EE364A 凸优化 | 2023-2024年](https://www.bilibili.com/video/BV1Sw4m197zJ)
+
+## Books
+- <span style="color:orange">Convex Optimization, Stephen Boyd and Lieven Vandenberghe,Cambridge University Press</span>
+- Nonlinear Programming, Dimitri P. Bertsekas, Athena Scientific
+- Optimization for Data Analysis, Stephen J. Wright and Benjamin Recht, Cambridge University Press