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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:

776 - Python and Statistics for Financial Analysis 的 800 个评论(共 1,047 个)

创建者 Diogo A

Mar 30, 2025

During the Quizzes, the links to notebooks do not work. I liked that the course was challenging.

创建者 Marcelo G S

Aug 12, 2023

Concrete and to the point. I did not know python and yet I was able to follow and replicate it.

创建者 Jaime J E G

Dec 22, 2021

good course to see how to apply basic principles of statistical inference in the stock market

创建者 Ajay S

Dec 13, 2021

Please consider different financial analysis scenarios rather than only stock market analysis

创建者 Antariksh A

Aug 30, 2019

The course will introduce all the basic concepts very nicely and is really good for beginners

创建者 Yingjiao X

Jan 23, 2021

Be sure that you have strong foundation for Statistics before starting to learn this course.

创建者 King W L

Apr 11, 2020

Good material and learning experience. Need to work hard to make it practical for daily use.

创建者 Rutvik D

May 29, 2020

I was expecting the course to be about trading but other than that, everything was concise.

创建者 Rodrigo S F

May 16, 2020

I think that the course is good, but I missed more practice using python from a blank page.

创建者 Sudeep K

Aug 11, 2019

Loved the way it was structured. would've liked more if we had more python coding exercises

创建者 Daniel H

Feb 13, 2025

Would have been nice to see a comparison between statistical methods and machine learning.

创建者 Adewuyi A

Jul 25, 2022

This course has been so instructive and educative, I hope to learn more from other courses

创建者 Alex T

Jun 25, 2023

Excellent instructor. Clear video and explanations. Direct to the point course material.

创建者 Juraj R

Jun 11, 2023

There're some mistakes in the code of the course, but besides that, it's a great course.

创建者 Nithyapriya S

Feb 17, 2022

Could have more lessons in week 3 and 4 as the Python programming is not explained much.

创建者 Deleted A

Apr 17, 2021

4 stars because of the price. The rest was really useful and quality content.Congrats!

创建者 Ali S

Jul 21, 2019

very interested but the exercice are little easy and does not help to look for at home

创建者 Thi T H N

Nov 14, 2020

great course for someone who already has basic knowledge on statistic or econometric

创建者 Vaibhav J

Nov 20, 2025

Overall its good foundation course on Python and Statics for finance applications.

创建者 BOLLU R

Aug 10, 2021

This course require prior knowledge of mathematical models and ststistical models

创建者 Andy M

Apr 6, 2020

Lots of information to incorporate, some time I felt lost. But the effort worth.

创建者 Zahra K

May 17, 2020

It is very promising and a good start for financial analysis base on statistics

创建者 Jingyi Z

May 12, 2020

python part is very practical but statistics are quite difficult to understand.

创建者 William M

Dec 21, 2020

Great content but several misspellings (even some answers) and unclear english

创建者 Pedro M

Jun 11, 2020

Good course!

It could be better if it goes deeper into the financial concepts.