Linear Regression in 2 minutes

Linear Regression in 2 minutes.

---------------
Credit:

This video would not have been possible without the help of Gökçe Dayanıklı.

[ionut.]

This is a very good exercise for people who already know the topic, but want to learn new ways of explaining it to others in a very short time.

[TheKrasTel]

Your videos are absolutely stunning, only matter of time when the serious views will come in. Please keep doing these! :)

[nancylopez]

Wow, you saved my life ! This is the most clear explanation about this topic. Loved it ! Love you !

[RohitKumar-dgqt]

Most awesome videos that explains things how they are suppose to be. Love it

[chahinezmazouzi]

Great content! it's so helpful to see mathematical concept visually explained! Thank you for making it so easy and available.

[stefanrusu]

Awesome video! I love how you explain every concept visually and easy to understand. Any chance on making a video on logistic regression as well?

[IncredibleSkillz-dfxk]

Thank you SOOO much for this video.. My intergated 1 teacher was absent today and I didn't understand the topic. I then stumbled upon this video and it helped alot. THANKS!

[KenOdida]

Thank you. Perfectly simplified in 2 minutes. Now I can build on this basic understanding

[bheemeshd]

this is masterpiece of information you deserve more views

[amirabenkaidali]

Thank you sm for this simple explanation it helps a lotttt

[vinayakmarv]

This is the best way for video lectures

[tanishqawasthi]

This Channel is Really Creating some masterpieces in Visually Explaining Some Really deep Concepts in Optimization, A.I & Machine Learning....The Art with which you Visually Explain Things is Truly Phenomenal,
I've Been a Huge Fan of this Channel since DAY 1, Please Never Stop Creating this type of content ….. !!!
As an Optimization Student, Is There Any Way I can connect with you and help this channel create more good Content..??

[santhoshvavilala]

Very well explained.. it helps to understand how the function does the job.. ignore negative comments..😅

[christinakujak]

Best explanation of linear regression that I've heard.

[lammaituyen]

Nice ! Amazing enough for a beginner like me!! @@

[huntergarrigus]

Can someone please explain how the gradient is applied to the summation over the square error term to produce the result shown at the bottom at 1:13

[Fakipo]

How did we get those equations to solve for alpha and beta?

[mamidalamani]

00:01 Linear regression predicts the value of a dependent variable based on an independent variable.
00:20 Linear regression helps predict new values based on existing data
00:38 Linear regression is useful for prediction problems.
00:55 Quantifying the fit of a line to data points
01:10 Solving a prediction machine learning problem using linear regression from scratch.
01:29 Linear regression is simple and extensible
01:49 Linear regression allows interpretation of coefficients
02:08 Linear regression involves finding the relationship between two variables.

[reinhardsilaen]

Please do Random Forest Regression and Knn Regression.

[eudaimonia]

What happened after 1:10, what was that gradient thing?