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Fundamentals of Machine Learning in Finance(으)로 돌아가기

New York University의 Fundamentals of Machine Learning in Finance 학습자 리뷰 및 피드백

3.8
별점
265개의 평가
54개의 리뷰

강좌 소개

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....

최상위 리뷰

AT

Aug 10, 2019

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

AT

Sep 03, 2019

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

필터링 기준:

Fundamentals of Machine Learning in Finance의 52개 리뷰 중 51~52

교육 기관: Arnav S

Mar 17, 2020

Too bland. Reading off the slides. Couldn't understand anything.

교육 기관: Ehsan F

Feb 27, 2020

one of the worst courses I took in Coursera