Chevron Left
返回到 Fundamentals of Machine Learning in Finance

学生对 New York University 提供的 Fundamentals of Machine Learning in Finance 的评价和反馈

3.8
317 个评分

课程概述

The course aims at helping students to be able to solve practical ML-amenable problems that they may encounter in real life that include: (1) understanding where the problem one faces lands on a general landscape of available ML methods, (2) understanding which particular ML approach(es) would be most appropriate for resolving the problem, and (3) ability to successfully implement a solution, and assess its performance. A learner with some or no previous knowledge of Machine Learning (ML) will get to know main algorithms of Supervised and Unsupervised Learning, and Reinforcement Learning, and will be able to use ML open source Python packages to design, test, and implement ML algorithms in Finance. Fundamentals of Machine Learning in Finance will provide more at-depth view of supervised, unsupervised, and reinforcement learning, and end up in a project on using unsupervised learning for implementing a simple portfolio trading strategy. The course is designed for three categories of students: Practitioners working at financial institutions such as banks, asset management firms or hedge funds Individuals interested in applications of ML for personal day trading Current full-time students pursuing a degree in Finance, Statistics, Computer Science, Mathematics, Physics, Engineering or other related disciplines who want to learn about practical applications of ML in Finance Experience with Python (including numpy, pandas, and IPython/Jupyter notebooks), linear algebra, basic probability theory and basic calculus is necessary to complete assignments in this course....

热门审阅

AT

Aug 9, 2019

Furthered my understanding of how probabilistic models are connected to Machine Learning models. Very happy with the content in this course.

AT

Sep 2, 2019

Great course which covers both theories as well as practical skills in the real implementations in the financial world.

筛选依据:

1 - Fundamentals of Machine Learning in Finance 的 25 个评论(共 71 个)

创建者 Sean H

Jul 31, 2018

创建者 wasif.masood

Sep 8, 2018

创建者 Andreas A

Nov 20, 2018

创建者 Ronald B

Mar 31, 2019

创建者 Tze S

Sep 1, 2018

创建者 Casey C

Aug 29, 2018

创建者 Pramanshu R

Jan 8, 2019

创建者 Daniel F

Jan 12, 2019

创建者 Alexander K

Jun 12, 2022

创建者 Nicolas S

Jan 2, 2020

创建者 Minglu Z

Aug 6, 2018

创建者 Teemu P

Mar 3, 2019

创建者 Dan W

Sep 25, 2018

创建者 Omar O

Jul 1, 2019

创建者 Matthieu B

Aug 31, 2018

创建者 Thomas W

Feb 17, 2021

创建者 Pierre C D M

Oct 14, 2018

创建者 Luis A

Jan 7, 2019

创建者 Serguei Z

Jan 25, 2020

创建者 Lorenzo B

Mar 5, 2022

创建者 Umendra C

Feb 2, 2019

创建者 Nicolas M

Apr 1, 2019

创建者 Amalka W

Nov 1, 2018

创建者 Philip T

Oct 25, 2018

创建者 Sung-Yeon L

Jan 19, 2020