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

4.7
stars
308 ratings

About the Course

This is the fifth of seven 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 seven 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

EU

Jun 29, 2023

Covers a lot of content, but is well paced and easy to understand. Provides a solid foundation for further learning and exploration in regression analysis.

MC

Jul 12, 2023

For me this course was good. Lots of good information with clear examples and resources to keep digging into.

I recommended for the same reasons.

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26 - 50 of 61 Reviews for Regression Analysis: Simplify Complex Data Relationships

By John S

•

Aug 17, 2023

I wish I could send the instructors a gift card or some type of thank you as it was an amazing course. Well Done.....

By Trung N P

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Feb 7, 2024

I’m so grateful for the excellence, well crafted and clearly delivered career-oriented course you have offered.

By Tuấn H

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Jan 28, 2024

This course is great. It helps put the first step on Regression Analysis.

By Jim H

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Jul 16, 2023

Good and challenge course teaching the basics of regression modeling.

By bounphet t

•

Apr 14, 2023

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

By Jatin G

•

Apr 24, 2024

too good excellent don't hesitate to buy this course

By Muhammad B

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Jul 13, 2023

Great course! Especially the statistical touch in it

By Mohamed D

•

Oct 23, 2023

Great Course and amazing instructor , Thanks a lot

By rahul s

•

Feb 26, 2024

Simple, fluid, amazing!!

By Sara D

•

Jan 20, 2024

super rich content

By Guten

•

Dec 31, 2023

Best one of all!!!

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 Janier R

•

Aug 16, 2023

thank you

By Lucio L G

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Nov 24, 2023

Greattt

By Jae s J (

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Nov 5, 2023

perfect

By Hiren K

•

Oct 10, 2023

Awesome

By Justin H

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Nov 27, 2023

Brutal

By Tapas K

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Nov 15, 2023

Great.

By serigne d l

•

Nov 4, 2023

Good!

By Katherine X

•

Oct 20, 2023

great

By Guorong H

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Jan 3, 2024

Be prepared to study really hard for this one by yourself. A lot of abstract information in module 4 and 5. Takes a lot of hard work for this one to truly understand every concept. Final project was also challenging and definitely pushes you out of the comfort zone since many concepts not taught, but will accelerate your learning much more than previous course projects which were too easy.

By sisi L

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Jun 26, 2023

This course introduces lots of useful regression models for data analysis. It also includes labs for using python libs to compute these models and interpret results. Absolutely fresh experience for me.