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Learner Reviews & Feedback for Regression Analysis: Simplify Complex Data Relationships by Google

4.7
stars
565 ratings

About the Course

This is the fifth of eight courses in the Google Advanced Data Analytics Certificate. Data professionals use regression analysis to discover the relationships between different variables in a dataset and identify key factors that affect business performance. In this course, you’ll practice modeling variable relationships. You'll learn about different methods of data modeling and how to use them to approach business problems. You’ll also explore methods such as linear regression, analysis of variance (ANOVA), and logistic regression. Google employees who currently work in the field will guide you through this course by providing hands-on activities that simulate relevant tasks, sharing examples from their day-to-day work, and helping you enhance your data analytics skills to prepare for your career. Learners who complete the eight courses in this program will have the skills needed to apply for data science and advanced data analytics jobs. This certificate assumes prior knowledge of foundational analytical principles, skills, and tools covered in the Google Data Analytics Certificate. By the end of this course, you will: -Explore the use of predictive models to describe variable relationships, with an emphasis on correlation -Determine how multiple regression builds upon simple linear regression at every step of the modeling process -Run and interpret one-way and two-way ANOVA tests -Construct different types of logistic regressions including binomial, multinomial, ordinal, and Poisson log-linear regression models...

Top reviews

SA

Apr 27, 2023

Extremely challenging incredibly for beginners yet rewarding.

BT

Apr 13, 2023

very good course, but this course is the most difficult for me

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51 - 75 of 105 Reviews for Regression Analysis: Simplify Complex Data Relationships

By rutendo m

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Apr 24, 2025

learned a lot of skills and its understandable

By Jose J M P

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Nov 9, 2024

Super recomendable, estoy encantado.

By Rodolfo G (

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Feb 24, 2025

Excelente curso, lo recomiendo 100%

By Fateme E

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Aug 16, 2024

The course was very comprehensive

By Ahmad Q

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Jun 15, 2025

Excellent contents and examples

By Rodrigo d s

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Aug 4, 2024

Great course! One of the best!

By DAVID O K

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Dec 10, 2024

Very eye-opening. Thumbs up!

By KAVIYA S

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Nov 23, 2024

This is very useful to me💯

By Suhayb A

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Jun 13, 2024

very well organized course.

By Nisrin F

•

Oct 29, 2024

the teacher is very good

By rahul s

•

Feb 26, 2024

Simple, fluid, amazing!!

By Imran S

•

Aug 2, 2024

Best Course I ever done

By Khizer B

•

Feb 5, 2025

bestest course ever

By Sara D

•

Jan 20, 2024

super rich content

By Guten

•

Dec 31, 2023

Best one of all!!!

By Munif I

•

May 1, 2025

Love this course

By Riaz K

•

Jan 4, 2024

Best course ever

By Anitha m R

•

Apr 4, 2024

Awesome content

By Remigiusz M U

•

Jun 4, 2023

easy and simple

By BELGACEM G

•

Jul 20, 2023

Merci beaucoup

By Sapna S

•

Sep 6, 2024

best course

By axsh s

•

Jul 19, 2024

very nice

By Iryna R

•

Jun 20, 2024

excellent

By Janier R

•

Aug 16, 2023

thank you