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學生對 New York University 提供的 Reinforcement Learning in Finance 的評價和反饋

3.6
120 個評分

課程概述

This course aims at introducing the fundamental concepts of Reinforcement Learning (RL), and develop use cases for applications of RL for option valuation, trading, and asset management. By the end of this course, students will be able to - Use reinforcement learning to solve classical problems of Finance such as portfolio optimization, optimal trading, and option pricing and risk management. - Practice on valuable examples such as famous Q-learning using financial problems. - Apply their knowledge acquired in the course to a simple model for market dynamics that is obtained using reinforcement learning as the course project. Prerequisites are the courses "Guided Tour of Machine Learning in Finance" and "Fundamentals of Machine Learning in Finance". Students are expected to know the lognormal process and how it can be simulated. Knowledge of option pricing is not assumed but desirable....

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26 - Reinforcement Learning in Finance 的 31 個評論(共 31 個)

創建者 Yi W

2022年5月10日

Sorry but the lecture is way too lofty and not much essential. The project has nothing to do with the core of the "reinforcement learning" and it is just a MLE to verify a model of the instructor's paper. really not a good course.

創建者 Charl M

2020年11月23日

There is too much focus on quantitative financial analysis, and not enough time on explaining RL. Simple financial examples are beneficial to understand the practical use of RL in finance, but I felt that this course had a strong bias towards finance. I feel I still need to do further reading in order to apply RL in my work. The assignment did not supply all the data required to perform the tasks. The peer grading process did not work, we had to rely on sharing links in the discussion section to get our assignments graded.

創建者 Kenneth N

2022年7月26日

Great course. You require lot of patience to complete the course. Uses lot of unnecessary history, symbols and equations to explain simple concepts. Overall it is a good overview of the big picture of RL in finance provided if u can withstand the assault of excessive mindless symbols and equations.

創建者 Abdelrahman T A

2020年1月26日

Thank you ...and i wish all student sucess

創建者 Wei C

2022年7月21日

The course is good. However, the course is provided for a really old version of mangodb. And nearly everything has changed now. It is useless now to learn this course for the latest version of mangodb.

創建者 吕子赳

2021年8月25日

T​he accent of the professor is completely a disaster !!!! Never try this course unless you are confident that you can learn every thing just by reading matrials of this course. Believe me