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

4.7
stars
391 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

JC

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This course is extremely exciting and challenging. I am finally starting to understand the power of models for predicting outcomes.

BT

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

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26 - 50 of 77 Reviews for Regression Analysis: Simplify Complex Data Relationships

By igor c

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Feb 16, 2024

good instructor, slightly complicated notebooks, too much of new information and formulas at once, regression analysis is very powerful technique

By Yao G

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Aug 7, 2023

Impressive! It is a highly recommended courses especially for those who want to become data professionals as well as data scientists! Thank you!

By Mario A h C

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Jul 13, 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.

By Jorge G

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Apr 24, 2023

This course is beneficial and includes concepts that could help improve and develop new skills, very structured and robust information.

By Jeffrey C

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Jun 22, 2023

This course is extremely exciting and challenging. I am finally starting to understand the power of models for predicting outcomes.

By John S

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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

•

Feb 7, 2024

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

By Kolawole A

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Sep 12, 2024

This course exposed me to the rudiments of machine learning. The journey was amazing.

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

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Apr 14, 2023

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

By Jatin G

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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

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Oct 23, 2023

Great Course and amazing instructor , Thanks a lot

By Fateme E

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Aug 16, 2024

The course was very comprehensive

By Rodrigo d s

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Aug 4, 2024

Great course! One of the best!

By Suhayb A M

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Jun 13, 2024

very well organized course.

By rahul s

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Feb 26, 2024

Simple, fluid, amazing!!

By Imran S

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Aug 2, 2024

Best Course I ever done

By Sara D

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Jan 20, 2024

super rich content

By Guten

•

Dec 31, 2023

Best one of all!!!

By Riaz K

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Jan 4, 2024

Best course ever

By Anitha m R

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Apr 4, 2024

Awesome content

By Remigiusz M U

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Jun 4, 2023

easy and simple

By BELGACEM G

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Jul 20, 2023

Merci beaucoup