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Voltar para Understanding and Visualizing Data with Python

Comentários e feedback de alunos de Understanding and Visualizing Data with Python da instituição Universidade de Michigan

4.7
estrelas
2,320 classificações

Sobre o curso

In this course, learners will be introduced to the field of statistics, including where data come from, study design, data management, and exploring and visualizing data. Learners will identify different types of data, and learn how to visualize, analyze, and interpret summaries for both univariate and multivariate data. Learners will also be introduced to the differences between probability and non-probability sampling from larger populations, the idea of how sample estimates vary, and how inferences can be made about larger populations based on probability sampling. At the end of each week, learners will apply the statistical concepts they’ve learned using Python within the course environment. During these lab-based sessions, learners will discover the different uses of Python as a tool, including the Numpy, Pandas, Statsmodels, Matplotlib, and Seaborn libraries. Tutorial videos are provided to walk learners through the creation of visualizations and data management, all within Python. This course utilizes the Jupyter Notebook environment within Coursera....

Melhores avaliações

AT

21 de mai de 2020

Excellent course materials, especially the videos, with content that is thoughtfully composed and carefully edited. Very good python training, great instructors, and overall great learning experience.

VV

2 de ago de 2020

Great course to learn the basics! The supplementary material in Jupyter notebooks is extremely valuable. Really appreciate the PhD students who took the time to explain even the simplest of codes :)

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176 — 200 de 492 Avaliações para o Understanding and Visualizing Data with Python

por Nitin

8 de dez de 2019

The course is very good as it has basic univariate and multivariate visualization techniques.

por Handan İ

18 de mai de 2021

Thank you for the course. I enjoyed it a lot and can't wait to start with the next courses!!

por Nitheesh K R

15 de jun de 2020

I like this course a lot. Very good lectures and really good assignments. Helped me a lot.

por JY P

8 de out de 2020

I love this course, it gives me broaden perspectives. I look forward to take next course!!

por Arpan B

1 de ago de 2020

This is a fantastic course. The basics of statistics were a real joy to learn with python.

por Luis E H D C

13 de mai de 2022

This a great course. All materials, explanations, and course organization are impeccable.

por Judit C

9 de ago de 2020

Very nice intro to stats with python, good tutorial and code examples for stats beginners

por Giovanne D

13 de ago de 2020

An excellent introductory course that offers great tools in using python for statistics.

por jharana d

28 de nov de 2021

Great course and anyone can do it without any prior knowledge of statistics and Python

por Luis F F

14 de jan de 2021

Great course to get the grasp of the basic understanding of probability distributions.

por Thoriqul A

6 de set de 2020

Nice course, makes easier to understand statistic with practice directly using python

por Arijit G

14 de abr de 2019

Provides deep and systematic insight to the tits and bits of statistics using python.

por KIRUBAKARAN B

5 de nov de 2019

The course gives a strong foundation on sampling theory, distribution and inferences

por Edward J

23 de dez de 2020

Outstanding instruction and instructors. The passion for the subject is infectious.

por Xinyuan G

26 de mai de 2020

It is quite an intensive course and would remain my reference after I complete it.

por Samir H

5 de jun de 2022

Very nice and informational course and the instructors are very good, I loved it.

por Philipp S L

14 de nov de 2020

First time some things I have used for 20 years became clear to me. Great course!

por Rahat A M

1 de set de 2020

This is a very good course to start learning statistical analysis through python.

por Ian A G U

29 de ago de 2020

Excelent course. Really well explained, in a clear, didactic and entertaining way

por Joshua J

17 de ago de 2020

This course is it, it was beyond my expectations and I'm happy I took the course

por Kevin K

1 de out de 2019

Good Course to take, to get to know basic application of python to do statistics

por Prasath M

7 de jun de 2020

It is a great way to start learning statistics and visualizations using python!

por Don J

3 de jun de 2019

Wonderful introduction to Basic Statistics. Loved the python notebooks as well.

por Marko P

9 de jan de 2019

Very good course which covers both statistical concepts and python application.

por Luvy

26 de set de 2021

It is very suitable for those who are first exposed to python and statistics.