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学生对 Google 提供的 Regression Analysis: Simplify Complex Data Relationships 的评价和反馈

4.7
565 个评分

课程概述

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...

热门审阅

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.

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26 - Regression Analysis: Simplify Complex Data Relationships 的 50 个评论(共 105 个)

创建者 Bonita I

Jan 10, 2024

In summary, this course is a game-changer for anyone seeking a deep understanding of regression analysis and predictive modeling. The practical, human-friendly approach, coupled with expert instruction, makes it highly recommended for those looking to enhance their data analysis skills.

创建者 Emmanuel I

Jan 5, 2024

Thank You Coursera and Google for this Course, I learnt a lot about Regression Model, from Linear regression Model to Logistics regression Model, assumptions, hypothesis testing and interpretation of results to stakeholders. Thank You NITDA for the Sponsorship.

创建者 NSADA J

Mar 1, 2024

The course material was prepared exceptionally well. I loved how challenging the end-of-course project lab activity was, one has to be patient and do some research in order to comprehend some steps in order to complete it.

创建者 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.

创建者 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.

创建者 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.

创建者 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

创建者 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!

创建者 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.

创建者 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.

创建者 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.

创建者 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

创建者 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.....

创建者 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.

创建者 Trung N P

Feb 7, 2024

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

创建者 Ng F K

May 27, 2025

Excellent! This course is difficult if you have no prior knowledge of machine learning

创建者 Kolawole A

Sep 12, 2024

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

创建者 Jiban R

May 24, 2025

Good and effective learning resources tailored for the students and professionals.

创建者 Tuấn H

Jan 28, 2024

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

创建者 Jim H

Jul 16, 2023

Good and challenge course teaching the basics of regression modeling.

创建者 bounphet t

Apr 14, 2023

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

创建者 Jatin G

Apr 24, 2024

too good excellent don't hesitate to buy this course

创建者 Muhammad B

Jul 13, 2023

Great course! Especially the statistical touch in it

创建者 Mohamed D

Oct 23, 2023

Great Course and amazing instructor , Thanks a lot