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学生对 The Hong Kong University of Science and Technology 提供的 Python and Statistics for Financial Analysis 的评价和反馈

4.4
4,595 个评分

课程概述

Course Overview: https://youtu.be/JgFV5qzAYno Python is now becoming the number 1 programming language for data science. Due to python’s simplicity and high readability, it is gaining its importance in the financial industry. The course combines both python coding and statistical concepts and applies into analyzing financial data, such as stock data. By the end of the course, you can achieve the following using python: - Import, pre-process, save and visualize financial data into pandas Dataframe - Manipulate the existing financial data by generating new variables using multiple columns - Recall and apply the important statistical concepts (random variable, frequency, distribution, population and sample, confidence interval, linear regression, etc. ) into financial contexts - Build a trading model using multiple linear regression model - Evaluate the performance of the trading model using different investment indicators Jupyter Notebook environment is configured in the course platform for practicing python coding without installing any client applications....

热门审阅

PL

Apr 7, 2021

An excellent beginner's guide to financial statistics using Python's Pandas module. Can be completed very quickly by those familiar with both basic Python and introductory Statistics.

VC

Jul 10, 2020

It was a very good course that gave me quick and dirty tips on how to use python to generate statistical analysis of finance data. Need to update some of the course materials though.

筛选依据:

876 - Python and Statistics for Financial Analysis 的 900 个评论(共 1,047 个)

创建者 Mohammad G

Aug 13, 2024

Well suited!

创建者 AYAN M

Dec 27, 2022

it is good..

创建者 Sharath S

Nov 30, 2022

Great Course

创建者 Niral r

Mar 28, 2022

very helpful

创建者 Preeti B

Jun 22, 2020

great course

创建者 Ademide A

Apr 18, 2020

Lovely couse

创建者 Marco F

Jul 4, 2021

Pretty good

创建者 Jinix C

May 31, 2024

Great one!

创建者 贺芳兵

Aug 11, 2022

入门级PYthon

创建者 Gloria D

May 9, 2020

Thank you!

创建者 Bento J A

Mar 22, 2025

Muito bom

创建者 Shamim N

Jan 12, 2025

very nich

创建者 ANKUL S

Jun 11, 2020

very good

创建者 Aria Z

Apr 23, 2019

pros

(1) h

创建者 Sohanur R

Jul 13, 2021

thanks

创建者 Madhan M

Jul 26, 2024

great

创建者 Santhilata K

Sep 23, 2022

None

创建者 Subham C

Sep 19, 2024

Good

创建者 ANDRE G U G

Sep 8, 2024

bien

创建者 Lale A

May 25, 2022

good

创建者 2026KA30 L L M

Jun 10, 2021

good

创建者 Chui S F

May 18, 2020

GOOD

创建者 Karel H

Jan 12, 2020

Good

创建者 nicholas p

Apr 9, 2020

First parts were pretty good. Good explanation of pandas and how to work with python for statistical analysis. As the course went on, it deviated towards statistics. At times I didn't understand what the professor was saying as he didn't fully explain what he was doing. Sometimes he would go through topics to quickly without explaining them in depth, which meant I had to re-watch many videos several times to understand (or at least trying to). I would have also liked to have more of an explanation on the python aspect of how to do things as the course went on. As I said initially, it explained things very well at the beginning, then, it was a bit hard to follow,. Therefore a bit more explanation in the programming at the later stages of the course would have been much appreciated. Overall though it was a good course to get an initial feeling of financial analysis, however you need a good level of statistics to understand most things.

创建者 Maria C F

May 24, 2020

I expected to learn to build stock market modeling in Python using statistics but did not really learn anything.The videos are short but you may have to take hours to digest the videos. Also, many of the codes shown in the videos are outdated so when I tried to re-create the model in my JN the codes didn't work. Even the codes already given in the course notebook contain so much errors when I try to run it. Please update the codes so they can run properly.Also all the technical formulas were not explained clearly. The professor just showed the formula and explained a little bit but did not go in too much depth leaving me confused of the use of the formulas.I would not say doing the course is a total waste of time. It has some values but I think it will be much much better if the codes are updated and the formulas are explained better.