Chevron Left
Back to Regression Analysis: Simplify Complex Data Relationships

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

4.7
stars
466 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

ML

Dec 18, 2024

Very well structured. This course and the instructor simplifies many difficult concepts into bite-sized chunks that are easy to digest without feeling overwhelmed.

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.

Filter by:

26 - 50 of 89 Reviews for Regression Analysis: Simplify Complex Data Relationships

By Aloke C

•

Apr 28, 2023

Would highly recommend this course. Great instructor. Well-presented content and very helpful hands-on labs. Week 4's material on ANCOVA/MANOVA/MANCOVA seems to be rarely covered in other analytics/ML classes.

By Mark L

•

Dec 19, 2024

Very well structured. This course and the instructor simplifies many difficult concepts into bite-sized chunks that are easy to digest without feeling overwhelmed.

By Ehtisham U

•

Jun 30, 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.

By igor c

•

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

•

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

•

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

•

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

•

Jun 22, 2023

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

By Jayanta R

•

Sep 23, 2024

Excellent course foe those who become a Data Scientist or who become a expert of Advanced Data Analytics field. Thanks to Google

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 Luca P

•

Dec 23, 2024

Maybt the complex module on this course so far. A lot of concepts and significant new skill and knownledge achivied.

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

•

Sep 12, 2024

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

By Tuấn H

•

Jan 28, 2024

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

By Jim H

•

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

•

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 Muhammad S B

•

Nov 26, 2024

Learn the truth behind Regression Analysis

By Jose J M P

•

Nov 9, 2024

Super recomendable, estoy encantado.

By Fateme E

•

Aug 16, 2024

The course was very comprehensive

By Rodrigo d s

•

Aug 4, 2024

Great course! One of the best!

By DAVID O K

•

Dec 10, 2024

Very eye-opening. Thumbs up!

By KAVIYA S

•

Nov 23, 2024

This is very useful to me💯