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

4.7
stars
303 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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51 - 61 of 61 Reviews for Regression Analysis: Simplify Complex Data Relationships

By Nishant B

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Nov 8, 2023

Found it a bit tougher to comprehend. More examples and formulas like the 'Logistic Regression' Module would have helped.

By mohamedsafwt a

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Apr 28, 2023

Extremely challenging incredibly for beginners yet rewarding.

By Karan P

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May 8, 2023

too deeper information. lab was nearly impossibles

By Wassim R

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Jan 8, 2024

Thanks

By Moulaye S D

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Nov 11, 2023

I would like to share a few observations. Firstly, the course is heavily focused on statistics, which might be challenging for someone specializing in mathematics. Additionally, in the final project, there is a notable absence of coverage on data engineering, despite appreciating the overall content. Upon completion, the course effectively covers a substantial portion of data science, but it would be beneficial to include more on data engineering.

By RRmbd

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Jan 8, 2024

It would be of a great help if there is a video of someone explaining more on how to do the end of course projects. There were so many Phyton commands that was not discussed in the course but was later required in the end of course project. This seems to be a steep hill to climb coming from a non-CS background.

By Jon B

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Dec 10, 2023

It's ok, but worse than previous courses. It's confusing to listen to the instructor when it feels like she's just reciting from the screen. In the previous courses I felt like the instructors were experts.

By Meet M

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Jul 22, 2023

The topics discussed were amazing but would have loved to dive deep a bit into Anova, Ancova, and other hypothesis testing.

By Rod S

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Oct 3, 2023

Transcripts have many mistakes. Good course otherwise.

By Kirk P

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Apr 9, 2024

This course needs top-to-bottom review and many fixes (too many to list here)

By Anthony A

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Dec 1, 2023

very bad tutoring! a hell load of abstract and super important things that didn’t taught clearly !! its show clearly that they only want to upload the videos for their assignment to be checked! really shallow and unprofessional tutoring! are these people really working in google ?! if they are so it shows clearly that they didn’t want to teach anything!