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mycourse:machine_learning_and_finance [2026/09/15 13:19] – [教学计划] kkmycourse:machine_learning_and_finance [2026/10/13 11:13] (当前版本) – kk
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 | 4 | Reinforcement Learning | wk4 | [[http://kktim.cn/teaching/mlinfin/MLinFin-L04-RL-slides-v2026.html|L04-RL-slides]]; [[http://kktim.cn/teaching/mlinfin/MLinFin-L04-RL-slides-v2026-CN.html|L04中文机翻版]] | | 4 | Reinforcement Learning | wk4 | [[http://kktim.cn/teaching/mlinfin/MLinFin-L04-RL-slides-v2026.html|L04-RL-slides]]; [[http://kktim.cn/teaching/mlinfin/MLinFin-L04-RL-slides-v2026-CN.html|L04中文机翻版]] |
 | 5 | Big Data & ML | wk5 | [[http://kktim.cn/teaching/mlinfin/MLinFin-L05-Bigdata-slides-v2026.html|L05-Bigdata-slides]]; [[http://kktim.cn/teaching/mlinfin/MLinFin-L05-Bigdata-slides-v2026-CN.html|L05中文机翻版]]  | | 5 | Big Data & ML | wk5 | [[http://kktim.cn/teaching/mlinfin/MLinFin-L05-Bigdata-slides-v2026.html|L05-Bigdata-slides]]; [[http://kktim.cn/teaching/mlinfin/MLinFin-L05-Bigdata-slides-v2026-CN.html|L05中文机翻版]]  |
-| 6 | LLMs & Agents | wk6 | [[http://kktim.cn/teaching/mlinfin/MLinFin-L06-LLMs&Agents-slides-v2026.html|L06-LLMs&Agents-slides]] |+| 6 | LLMs & Agents | wk6 | [[http://kktim.cn/teaching/mlinfin/MLinFin-L06-LLMs&Agents-slides-v2026-4.html|L06-LLMs&Agents-slides]] |
 | 7 | Empirical Asset Pricing & ML | wk7 | [[http://kktim.cn/teaching/mlinfin/MLinFin-L07-EAPviaML-slides-v2026.html|L07-EAPviaML-slides]]; [[http://kktim.cn/teaching/mlinfin/MLinFin-L07-EAPviaML-slides-v2026-CN.html|L07中文机翻版]] | | 7 | Empirical Asset Pricing & ML | wk7 | [[http://kktim.cn/teaching/mlinfin/MLinFin-L07-EAPviaML-slides-v2026.html|L07-EAPviaML-slides]]; [[http://kktim.cn/teaching/mlinfin/MLinFin-L07-EAPviaML-slides-v2026-CN.html|L07中文机翻版]] |
 | 8 | Causal Inference & ML | wk8 | [[http://kktim.cn/teaching/mlinfin/MLinFin-L08-CausalInference-slides-v2026.html|L08-CausalInference-slides]]; [[http://kktim.cn/teaching/mlinfin/MLinFin-L08-CausalInference-slides-v2026-CN.html|L08中文机翻版]] | | 8 | Causal Inference & ML | wk8 | [[http://kktim.cn/teaching/mlinfin/MLinFin-L08-CausalInference-slides-v2026.html|L08-CausalInference-slides]]; [[http://kktim.cn/teaching/mlinfin/MLinFin-L08-CausalInference-slides-v2026-CN.html|L08中文机翻版]] |
  
- +  * [[mycourse:machine_learning_and_finance_presentation|金融机器学习课堂展示安排]]
-  * ver2024 +
- +
-| 序号 | 主题 | 时间 | Slides | +
-| 1 | A Brief Introduction to ML | wk1 | [[http://kktim.cn/teaching/mlinfin/MLinFin-L01-Introduction-slides.html|L01-introduction-slides]] | +
-| 2 | Shallow Learning Algorithms | wk2-wk3 | [[http://kktim.cn/teaching/mlinfin/MLinFin-L02-Regression-slides.html|L02-regression-slides]]\\ [[http://kktim.cn/teaching/mlinfin/MLinFin-L03-Classification-slides.html|L03-classification-slides]]\\ [[http://kktim.cn/teaching/mlinfin/MLinFin-L04-Trees-slides.html|L04-trees-and-ensemble-learning-slides]]\\ [[http://kktim.cn/teaching/mlinfin/MLinFin-L05-Unsupervised-Learning-slides.html|L05-unsupervised-learning-slides]] | +
-| 3 | Deep Neural Networks | wk4 | [[http://kktim.cn/teaching/mlinfin/MLinFin-L06-Deep-Learning-slides.html|L06-deep-learning-I-slides]], [[http://kktim.cn/teaching/mlinfin/MLinFin-L06-Deep-Learning-II-slides.html|L06-Deep-Learning-II-slides]] | +
-| 4 | Literature Studies | wk5-wk8 | [[http://kktim.cn/teaching/mlinfin/MLinFin-LXX-Presentation-schedule-slides.html|Presentation Schedule]] | +
-| 5 | MDP & Reinforcement Learning | by yourself | [[http://kktim.cn/teaching/mlinfin/MLinFin-L06-MDP-in-Finance-slides.html|L07a-MDP-slides]]\\  [[http://kktim.cn/teaching/mlinfin/MLinFin-L07-Advances-of-RL-in-Finance-slides.html|L07b-RL-slides]] | +
-| 6 | SP1: Machine Learning & Asset Pricing & Financial Bigdata | by yourself | [[https://www.nber.org/papers/w31502|NBER Working Paper: Financial Machine Learning]] | +
-| 7 | ST2: Machine Learning and Causal Inference | by yourself | [[https://www.bilibili.com/video/BV19Y4y117st/?vd_source=0a4eefc320d2637b710b584ebc1ce471|NBER SI 2015 Methods Lectures - Machine Learning for Economists]]\\ [[https://www.bilibili.com/video/BV1KY4y127Qs/?vd_source=0a4eefc320d2637b710b584ebc1ce471|2018 AEA Continuing Education Webcasts: Machine Learning and Econometrics (Susan Athey, Guido Imbens)]]\\ [[https://www.gsb.stanford.edu/faculty-research/centers-initiatives/sil/research/methods/ai-machine-learning/short-course|Machine Learning & Causal Inference: A Short Course]] | +
  
  
mycourse/machine_learning_and_finance.1789449588.txt.gz · 最后更改: 2026/09/15 13:19 由 kk

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