Regression Analysis: Simplify Data Relationships | Google Advanced Data Analytics Certificate

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.
Take the Certificate HERE: goo.gle/44xVblK
Get started with the course - 00:00
Linear regression - 11:30
Logistic regression - 26:06
Review: Introduction to complex data relationships - 33:22
Foundations of linear regression - 36:21
Assumptions and construction in Python - 45:23
Evaluate a linear regression model - 1:00:02
Interpret linear regression results - 1:09:59
Review: Simple linear regression - 1:16:27
Understand multiple linear regression - 1:18:44
Model assumptions revisited - 1:26:51
Model interpretation - 1:38:03
Variable selection and model evaluation - 1:50:18
Review: Multiple linear regression - 2:02:01
The chi-squared test - 2:05:08
Analysis of variance - 2:14:36
ANCOVA, MANOVA, and MANCOVA - 2:30:28
Review: Hypothesis testing, Part 2 - 2:41:02
Foundations of logistic regression - 2:43:03
Logistic regression with Python - 2:52:16
Interpret logistic regression results - 2:56:14
Compare regression models - 3:11:27
Review: Logistic regression - 3:15:52
Apply your skills to a workplace scenario - 3:17:57
Portfolio project wrap-up - 3:20:59
Course review: Regression analysis: Simplifying complex data relationships - 3:23:21
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Regression Analysis: Simplify Data Relationships | Google Advanced Data Analytics Certificate
• Regression Analysis: S...

[@mantheloco1243]

Am I the only one seeing a typo in the thumbnail image ( "simplyfing")?

[@yibeyibe389]

Zero hands on, she just reads someone's script! I was about to get enrolled for Google Advanced data analytics, no I don't think so.

[@Tesseus2006]

This is only the video portion. There are assignments, labs and quizzes. All courses I have taken at the site have them. This a sneak preview per se and also sample of what us discussed in the course. There are also locked tests at the end of each module. One is not able to unlock the next module until a passing grade is reached and they also have several version of the tests and final test for each module. So it's not just watching these videos and (voila) getting a certification.

[@egytal88]

She just reads from a script she doesn't understand a word of what she is saying that transfers to us learners!

[@o.nature]

im sure she does understand it. the script is probably to keep her from saying "uhh" "umm" etc..

[@mortalmanengineering1767]

@@o.nature exactly. that is why we even carry q-card of our own speeches. NOBODY can do 3 hours 25 mins video without reading anything.