Building a Regression Model with Matlab - Machine Learning for Engineers

This video is part of the "Artificial Intelligence and Machine Learning for Engineers" course offered at the University of California, Los Angeles (UCLA). This course introduces ML/AI theory and applications that are relevant to engineering, with a focus on practical machine learning for civil engineering. This tutorial illustrates how to use Matlab to build a regression model with Matlab (supervised machine learning). We discuss how to load the data, visualize the features/observations, normalize the features, build a preliminary model, tune the hyperparameters (complexity of the model), and used the trained model to make some forecasting predictions.

[@myghettospread]

I had been trying to learn how to build a regression model for the past few months to complete my thesis work and this is the best video ever. Thank you so much for simplifying it so well. Much appreciated!

[@footballnewscenter9750]

Could you help me how to import the data properly as I have been using the same program to import the data in online matlab but it's not getting imported properly

[@cricaeng]

"I want to express my gratitude for this video - it was presented objectively and effectively, making the subject matter clear and easy to understand. Additionally, your voice and accent are soothing, which allows me to keep it on in the background while completing other tasks. Thank you so much!"

[@fadyjabbar9121]

One of the best tutorials I have seen about this topic, and I am only halfway through it. Keep up the good work!

[@Yousafkhan-gv7cs]

Very in depth and insightful lab to understand linear regression . Thank you Sir !!!!

[@kaiserbrucelas7818]

Learned a lot because of this video. Thank you so much! 😁

[@makifbuz]

Thank you so so so much. It is tought so much I expected.

[@m.rgh.i9199]

great 1:00:50 . 37:08 1:25:07 1:26:39

[@jackkoscinski4228]

Is the m-file script and data file available to download?

[@anshukajwe4513]

Thanks alot..

[@alikhalfallah4484]

thanks

[@gunjanrateria8702]

Great video!. I have one question though, the value of xfuturenorm can exceed 1 as per the equation. Isn't that a problem?

[@manojkumar-cm2ym]

Great videos Sir, could you make a video on support vector regression on matlab and specially how to optimize parameters using kfold cross validation, grid search method. please if it is possible. I need code structure on MATLAB.

[@sayantansen8]

WOW !!!!

[@brookewoo1466]

please also include the source for China Population data

[@MrEduflores]

Dig you get it? Please let me know

[@brookewoo1466]

@@MrEduflores nope

[@moneefmusa348]

@@brookewoo1466 if you got the data share it with us , thanks

[@erniegee3969]

data.worldbank.org/indicator/SP.POP.TOTL?most_recent_value_desc=false&locations=MF

[@moneefmusa348]

can you share with us the code and the data, thanks

[@raviprakash5987]

Watch on 1.75x

[@vasachisenjubean5944]

please also include the source for China Population data