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Learner Reviews & Feedback for Inferential Statistical Analysis with Python by University of Michigan

790 ratings
141 reviews

About the Course

In this course, we will explore basic principles behind using data for estimation and for assessing theories. We will analyze both categorical data and quantitative data, starting with one population techniques and expanding to handle comparisons of two populations. We will learn how to construct confidence intervals. We will also use sample data to assess whether or not a theory about the value of a parameter is consistent with the data. A major focus will be on interpreting inferential results appropriately. At the end of each week, learners will apply what they’ve learned using Python within the course environment. During these lab-based sessions, learners will work through tutorials focusing on specific case studies to help solidify the week’s statistical concepts, which will include further deep dives into Python libraries including Statsmodels, Pandas, and Seaborn. This course utilizes the Jupyter Notebook environment within Coursera....

Top reviews


Apr 1, 2020

This is a very great course. Statistics by itself is a very powerful tool for solving real world problems. Combine it with the knowledge of Python, there no limit to what you can achieve.


Jan 21, 2021

Very good course content and mentors & teachers. The course content was very structured. I learnt a lot from the course and gained skills which will definitely gonna help me in future.

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76 - 100 of 139 Reviews for Inferential Statistical Analysis with Python

By Varga I K

Apr 14, 2019

Absolutely great course of inferential statistics!

By Simphiwe D

Aug 26, 2021

I enjoyed the instructors and course content

By Nguyen T H T

Jun 15, 2020

lessons are very helful and well-strutured

By Shuran X

Mar 29, 2020

Detailed explanation and clear syllablus.

By Xuejie Z

Jun 6, 2020

Very good explanations by the lecturers.

By 18z334 M

Jul 29, 2020

Every concept was clearly explained

By Marina P

Oct 7, 2019

Very well done. A lot of practice.


Aug 26, 2020

An excellent introductory course.

By Benjamin F

Jan 14, 2020

Well presented and rich content.

By Thanaa A

Sep 26, 2020

perfect course thanks everyone.


Jun 25, 2020

Excelente curso, muchas gracias

By Joao S

Sep 30, 2020

Just another fantastic course.

By balaji r

May 20, 2020

Highly recommend this course.

By 고도균

Jul 12, 2019

The python codes are amazing.


May 16, 2020

very nice and informative

By Sebastian R R

Aug 16, 2020

Excelente curso!!!

By Aniket S

Apr 15, 2020

Excellent Cousre.

By Beatriz J F

Nov 24, 2019

Very satisfied.

By v v r

Jul 6, 2020

Extremely Good

By Ime E

Oct 2, 2020

Great course.

By Eduardo L L

Sep 22, 2021

G​ood Course

By Dr G S

Mar 9, 2022

very good

By cameron g

Apr 21, 2019


By Yurii S

May 17, 2020


By EmyZhang

May 6, 2021