Machine Learning | Linear Regression (with mathematical & geometrical intuitions)

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In statistics, linear regression is a linear approach to modelling the relationship between a scalar response and one or more explanatory variables. The case of one explanatory variable is called simple linear regression. #MachineLearning #LinearRegression
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Your explainations are TOO GOOD. Going to watch every ML video you post.

fraserfernandes
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Namaskaram Ranji Maashe...
Accidently stumbled upon your ML Playlist. Hearing this specific video on Linear Regression & indeed must admit that your ML list is quite comprehensive vis--vis other competitors on Youtube channel.
Your clear explanation accompanied with Blackboard methodology, crisp content & lucid explanation with a perfect blend of theory, mathematics is indeed interesting and look forward to cover other videos too.

Also hoping other associated aspects vis-a-vis Regression for eg. RMSE, MAE, AIC, BIC etc. aspects are covered in forthcoming or in your earlier videos.

A gentle request ---Kindly prepare/design a comprehensive list of videos on Image Processing, Object Detection, Segmentation & associated techniques. Indeed this would be of immense help if you could execute the same.

Must conclude that Ningalude video sherikkyum ishtam pattu...(really liked your video on Regression & its content!!!)
Vallare Nani!!!

samrs
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Great Video Ranji big thumbs up for crisply explaining the concepts

RishabhBisht
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I have been following your videos, those are very neat and crispy, please do a video on SVM Regressor

ravikiran
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Great explanation..Thank you Ranji Raj

dudebuddyproductions
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Great video...man....u covered everything....

viveksingh
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Thanks for the awesome video i just want to know how i can start ML. i have 5 year experience in different technology. Can it's good move to switch technology ?

kishorshinde
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extremely well explained, thanks! +1sub

YouWillDoAsYouAreTold
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sir please tell the simple method to unbiasedly estimate the mean when they are the same outliers in X

syedsaqlainabatool
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Just a doubt, how did you assume opposite upon adjacent is sin theta upon cos teta?

shivamb