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Guided Tour of Machine Learning in Finance に戻る

New York University による Guided Tour of Machine Learning in Finance の受講者のレビューおよびフィードバック

3.8
628件の評価

コースについて

This course aims at providing an introductory and broad overview of the field of ML with the focus on applications on Finance. Supervised Machine Learning methods are used in the capstone project to predict bank closures. Simultaneously, while this course can be taken as a separate course, it serves as a preview of topics that are covered in more details in subsequent modules of the specialization Machine Learning and Reinforcement Learning in Finance. The goal of Guided Tour of Machine Learning in Finance is to get a sense of what Machine Learning is, what it is for and in how many different financial problems it can be applied to. 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....

人気のレビュー

LP

2021年10月22日

Very useful course. Personally, I think that there should have been more focus on the implementation of tensorflow and neural network codes. Overall the course is well structured and very clear.

KD

2019年8月23日

Introduction of ML for Financial application with combination of Scikit learn, Statsmodels and Tensorflow with neuralnets made this class very interesting. Learned and Enjoyed lot.

フィルター:

Guided Tour of Machine Learning in Finance: 51 - 75 / 193 レビュー

by GUILLERMO R

2018年11月29日

Excellent Course, Professor clases are good complement for other ML courses.

by Deleted A

2020年5月31日

So mouch happy to take the modules, good content, good resources, Thanks

by EDGAR H M

2020年5月6日

Muy buen curso aunque retador en sus trabajos de programación

by 刘晶

2018年10月15日

Very good course! Thank you, Professor Igor Halperin

by Pavel K

2018年11月28日

A very informative and well paced intro to ML / DL

by Luis A

2018年11月15日

Excellent overview of machine learning in finance

by Sileye B

2020年12月21日

I enjoyed thi introduction to ML for finance.

by mohamed h

2019年10月27日

thanks coursera for this amazing course

by Yergali B

2019年1月4日

Thank you, for this very useful course!

by Daria Y

2020年5月15日

Great introduction to ML in Finance!

by Vilimir Y

2020年3月2日

A great course by a great lecturer!

by Yuning C

2018年9月8日

A great course with deep insight.

by Muntu M

2020年1月18日

Excellent Course, Well presented

by Sreenath P K

2020年4月5日

Very well taught course!

by Jenyi L Y

2018年9月17日

very practical for me.

by Yangtao W

2018年12月2日

very good course!!!

by WangFangpo

2019年10月7日

很好的课程。推荐的论文很值得一读。

by Ezequiel A G

2018年8月7日

Amazing Course!

by LiengPhu T

2021年1月15日

Verry good !

by Vinay P K

2018年11月20日

good content

by hamid.zand

2018年6月30日

Great Course

by Sam

2021年10月31日

Thank you!

by Russell H

2018年9月1日

Good overview of ML in Finance, clearly based on real-world experience. Would not recommend this as a first ML course; probably more useful after first taking another more general course, such as Guestrin's UW ML specialization. Some of the quizzes and exercises seem a bit rushed; e.g., out of order vs. the lectures and not clear about what is required. It was sometimes necessary to consult the discussion forums for clarification. The most useful part may be the categorization of ML algorithms along different axes, including applicability to different areas of finance. The readings and coding exercises seem to come mostly from Geron's O'Reilly book, so plan on buying that (it's a great book, so you should buy it whether you take this course or not).

by Benny P

2019年12月6日

This course has been informative, and extremely FUN! This is not to say that it's perfect, in fact as others say the assignments are quite challenging because there's little introduction to the problem/solution being asked. But that's exactly where the fun is! You need to search for the information yourself to solve the problem, much like in the real world. In fact I took another course on TensorFlow in the middle of this course to finish the assignment. But I can imagine this would be frustrating for those with less background on ML or programming, or people who expect everything to be presented smoothly for them.

by Hashim M

2018年12月29日

A much needed course by a very seasoned expert in the field, bringing the right blend of backgrounds in finance and tech. The course is well designed for finance professionals with some coding background and for technology professionals with some finance background - which is unique in that sense. Some bridging between lectures and assignments is needed but that kind of fine tuning is inevitable and as more students enroll, the discussion rooms and feedback will provide that sharpening at the edges organically. All in all, I enjoyed the course a lot and look forward to the next three in the specialization!