Regression Analysis | Full Course

After watching this full lecture about Regression, you will know what regression analysis is and what the difference between simple and multiple linear regression is. Further you will be able to interpret your results, understand the assumptions for a linear regression and the use of Dummy variables.
And at the end I explain to you the basics of logistic regression. And of course, I'll also show you how to calculate a regression easily online!

With a Regression analysis you can measure the influence of one variable or several variables on another variable, or you can predict a variable based on other variables.

► Load Example Dataset: Calculate the example directly with DATAtab for free

► Online Regression Calculator

► E-BOOK

► Tutorial Regression

► Tutorial Linear Regression

► Tutorial Logistic Regression

0:00 Introduction
0:41 What is a Regression?
8:10 Linear Regression
16:48 Interpret the results of linear Regession
23:01 Assumptions for a linear regression
31:30 Dummy variables
37:47 Logistic Regression

[datatab]

Calculate the example directly with DATAtab for free, just click on the link:

[Md.FoysalHassan-wj]

the way you talked in slow manner was highly required and absolutely perfect . Thanks a lot.

[mjsepilp]

I've been running regressions for the better part of 15 years and I enjoy the heck out of these videos. Feels like I'm learning it all over again.

[bvaldes]

This is instructor is excellent. Her accent is sometimes hard to understand, but she make up for it with her instruction. Totally Excellent, Awesome!

[bluestar]

I have watched many data science videos on YouTube and I have to say this is probably the best I have ever watched! Thank you!

[freedomisEexpensive-]

After a rally that defied high interest rates and recession calls, stock valuations are now edging toward levels seen before some of the greatest market meltdowns in history My portfolio has been dwindling despite the S&P 500 doing well. It's frustrating. About 30% of my $580K portfolio has been lost in 4 months. How do I turn this around?

[aminamoudjar]

Great explanation, I learned a lot thank you!! I hope you make a whole playlist explaining statistics :D

[masterflory]

Man, I got myself extremely confusing ab the applied regression course Im taking right now until I watch this video. I kept wondering about what I have been practicing the non-sense math for, how I would apply it to my job or simply to the outside world. Now im pretty confidence on what I am studying because I got some insights about how it would be used. Thank you very much for such an amazing job. My instructors only fed us an intensive math problem solving and R-coding instead of giving examples, what the meaning of all this in our future use.

[joannamoroney]

Brilliant way of explaining regression analysis. Loved the link to the regression calculator, too. Thank you!

[Obsinandebesa]

To be sure I have never seen such a brilliant teacher!! really appreciate you!! Thank you so much!!

[whitneymiller]

Thank you for the video, it was extremely helpful! Can you explain how the independent variables could be ordinal or nominal?

[RyfernzOfficial]

I love how simple you made this topic! and your accent makes it so much more lovely! I love DATAtab so much, keep up the good work, Hannah and team!

[Roj-da]

By far this is the best video ever. The teacher is incredible at explaining the topic from every dimension. I get it now! Pheew!

[violameli]

This must be the most resourceful videos on datascience i have watched for my entire life.... thanks

[romananalytics]

great explanation! Would it be possible to share presentation content?

[egothebeave]

Really best ever video for explaining Regression in approfisinal and simple manner, thank you so much

[nss]

This was of way more value than the lectures at my University last week

[misteral]

Ultimately great! Everything is clear and easy to comprehend. Thank you!

[ASO-xhvu]

These people deserve the nobel prize better than a whole university course

[shaimaaali]

Definitely you're the best instructor, thank you to make Regression so clear and understood