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Learner Reviews & Feedback for Python and Statistics for Financial Analysis by The Hong Kong University of Science and Technology

4.4
stars
4,287 ratings

About the Course

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....

Top reviews

RH

Jan 4, 2024

It is an excellent course to apply statistic, probability and python methods in financial modelling. I would like that each section had resources to study statistics concepts related to the videos.

GR

Mar 28, 2022

Very useful introductury course into both python and statistic analysis wich allows you to create a simple trading strategy. It serves as a great first step but there is a long way to go still.

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651 - 675 of 979 Reviews for Python and Statistics for Financial Analysis

By Yulia K

Feb 16, 2021

A bit difficult for people non-trading majority and Python (basic programmig knowledge). It is expected to explain more about Python functionalities and opportunities in Data Analysis.

By Vlad C

Jul 11, 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.

By Viet

Feb 4, 2024

The course is not for beginners imo, you have to have some knowledge about statistics to be able to understand the concepts and functions used in this course. Overall, it was ok

By xjtuwl

Aug 31, 2021

Very good course. helped me reveiwed many statistics knowledge and python programming. Only demerit is the quiz4, some links are redirected to the course intrdruction page.

By Anton A

Apr 7, 2020

Some spelling mistakes in the course materials, but otherwise a good overview of the topic. Would have liked to see the notebooks be more interactive, like for weeks 1 and 2.

By Ratish R

Apr 29, 2020

The study materials and lectures are really helpful to gain the required knowledge of Python and its application in financial field. The model creation was the best one.

By Roderica W

Oct 18, 2021

Very comprehensive. Would be great if after building up on the statistics knowledge, it's followed with more practical examples. But very wholesome course throughout!

By Julie W

Oct 25, 2020

Great slides and great example. Some quiz problems seem to contain errors. Quiz problems link to the notebook are difficult to navigate. Only reason to give a 4-star

By Rahul

Aug 2, 2020

Week 4 could have been taught in more constructive manner like the previous 3 weeks' content. Otherwise, it's a great combination of Finance, Statistics, and Python.

By kevin q

Oct 4, 2022

This course covers practical python and statistic applications in finance, but requires some understanding of python and statistic concepts. Good course over all.

By WangChia Y

Aug 15, 2023

The course is pretty difficult. And there were multiple small errors throughout the course. However I learned a lot from this course and glad I made it through.

By Prateek P

Sep 30, 2020

Kinda complicated on the statistics front if you're a beginner like me but I appreciate the knowledge I gained on how to handle financial data using python.

By Patricia I J L

Oct 25, 2019

Is a good course for begginers in python, but you should really have a background in investment finance and stadistics if you want to take advantage of it.

By Àlinur S

Jan 11, 2021

The course is excellent because of its content, however, there were not enough practical tasks to develop an understanding of the topic deeper. Thank You!

By Mia

Sep 21, 2021

There are many example to show you how to do financial analysis. But if you don't have any statistical background, it's hard to understand some concept.

By Baptiste M

Aug 18, 2019

Good introduction to Python. Need aforelearnt competencies in statistics. Course goes a bit too fast concerning the translation of statistiques to python

By Taouli O

Aug 1, 2020

It was an interresting course which helped me to discover statistics and financial word and to learn how to use python to deploy analysis of the markets

By Athulya S

Nov 19, 2023

It was a really nice course. The professor explained each chapters very well. Also the practice lab notebooks were also helpful to understand well.

By Manik H

May 2, 2020

There should be 2 programming assignments as well. That will make the course more challenging and difficult to pass by just skimming through videos

By Ivett N C B

Oct 30, 2019

Muy buen curso sin embargo tienes que tener un poco de conociemiento de python ya que con el transcurso del curso el enfoque es más en estadística.

By Aditya B

Jul 30, 2020

Some statistical concepts required more explanation than provided. Often I had to learn about the concepts myself. Otherwise, it's a great course.

By Jack W E

Jun 9, 2020

I thought this offered a very valuable introduction in to the use of Pandas within Python, with work through notebooks and examples in the videos.

By Karthikeyan T

Jan 2, 2021

The course gave food insigts on Statistics mainly with little less weightage on Python. Overall a decent start for financial analysis with Python

By Anushka C

Apr 21, 2020

Overall the course is good but the python codes used are not explained properly. So for python beginners like me, it was difficult to understand.

By Chiu S W T

May 12, 2020

The content of the program is very useful although some question in the quiz are needed to be updated. I have learnt a lot! Thank you very much!