返回到 Understanding and Visualizing Data with Python

4.5

59 個評分

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18 個審閱

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....

創建者 JS

•Jan 24, 2019

I strongly recommend this course to those who want to begin python programming applied to statistics. It launches a very sound foundation for statistical inference theory.

創建者 RR

•Feb 21, 2019

Very good course instructors ! Excellent balance of basics of statistics and python programming oriented towards data analysis. Thoroughly enjoyed the course material.

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19 個審閱

創建者 Patricia Cucio Guisordi

•Mar 19, 2019

I loved this course! Thank you for sharing all your knowledge with us!

創建者 Fasasi tobi

•Mar 10, 2019

I love this course, the simplicity and explanation is excellent

創建者 Alejandro Piñero

•Mar 07, 2019

Great approach.

創建者 Purushottam Prabhakar

•Mar 06, 2019

best for beginer

創建者 Daniel Rechitsky

•Feb 22, 2019

Lectures are great but there's little practice material and the quizzes are terrible. The quizzes are actually super easy but they don't cover much material from the course and sometimes introduce concepts and terms that were nowhere in the course materials.

If you want a good intro to stats without any actual testing, the lectures get pretty in-depth and the explanations are excellent! But if you're looking for lots of practice with stats in Python, you won't get much here.

創建者 Rajesh Raghavan

•Feb 21, 2019

Very good course instructors ! Excellent balance of basics of statistics and python programming oriented towards data analysis. Thoroughly enjoyed the course material.

創建者 Jorge Alfonso

•Feb 10, 2019

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創建者 Moid Hassan

•Feb 09, 2019

A good introduction on Statistics.

創建者 Jin Shi

•Feb 06, 2019

Really enjoyed the different (yet all wonderful) teaching styles of the large instructor team!

創建者 Ata Mustafa

•Feb 01, 2019

nice effort