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Voltar para Python and Statistics for Financial Analysis

Comentários e feedback de alunos de Python and Statistics for Financial Analysis da instituição Universidade de Ciência e Tecnologia de Hong Kong

4.4
estrelas
3,249 classificações

Sobre o curso

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....

Melhores avaliações

SL

13 de abr de 2021

Un curso con una perceptiva muy refrescante en cuanto a los conceptos técnico-estadísticos y sumamente prácticos. e incluso baratos, de implementar dentro del mundo de la inversión. Muy buen trabajo.

EJ

3 de ago de 2019

Great course! Very didatic explanations about financial and statistical concepts also with some interesting practical Python for Finance! Looking forward for new courses from same Univ. and prof.!

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476 — 500 de 735 Avaliações para o Python and Statistics for Financial Analysis

por Chun W P

19 de ago de 2020

Great fundamental course. However, some codes are outdated and it is somewhat troublesome to find the right code as a coding beginner. I've also learnt a lot from the 'finding' process too though.

por Kexin X

2 de ago de 2020

The linear regression part is useful and the trading strategy is also very helpful and inspiring. But statistics knowledge is definitely required to gain a thorough understanding of the topics.

por Abi A

15 de jan de 2020

Gives a good introduction to the topic but I needed to allocate time for further reading on the topics presented and to fully grasp the concept, which is more or less expected of any student.

por A

18 de jul de 2020

This course explained the Python code in great details and the forum for support was great. I would like if there were more materials to read to understanding the statistics that were used.

por Norberto Q C

4 de abr de 2020

Deberían actualizar los codigos que cambiaron porque es muy dificil sino para alguien que no sabe de python buscarlo por su cuenta. Por ejemplo, el codigo para importar archivos csv cambio

por Yulia K

16 de fev de 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.

por Vlad C

11 de jul de 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.

por xjtuwl

31 de ago de 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.

por Anton A

7 de abr de 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.

por Ratish R

29 de abr de 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.

por Roderica W

18 de out de 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!

por Julie W

25 de out de 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

por Rahul

2 de ago de 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.

por Prateek P

30 de set de 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.

por Patricia I J L

25 de out de 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.

por Àlinur S

11 de jan de 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!

por Mia

21 de set de 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.

por Baptiste M

18 de ago de 2019

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

por Taouli O

1 de ago de 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

por Manik H

2 de mai de 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

por Ivett N C B

30 de out de 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.

por Aditya B

30 de jul de 2020

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

por Jack W E

9 de jun de 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.

por Karthikeyan T

2 de jan de 2021

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

por Anushka C

21 de abr de 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.