Understanding Bias-Variance Tradeoff

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Understanding Bias-Variance Tradeoff

Рет қаралды 1,769

Күн бұрын

Hi guys! In today's video, we are looking at the bias-variance tradeoff in machine learning and trying to understand the intuition behind it in a graphical manner.
Here is a link to the Kaggle notebook from the video:
www.kaggle.com...
Thanks so much for watching!
If you enjoyed today's video, make sure to subscribe and hit the bell for more content!
See you all next time! :)
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Patreon: / gcdatkin
LinkedIn: / gcdatkin
Twitter: / gcdatkin

Пікірлер: 19

@gohari737 2 жыл бұрын

I am missing you everyday

@meldrick7 2 жыл бұрын

Hi Gabriel, I love your content and I wish you could do more of those machine learning projects!

@sabarinathk8103 3 жыл бұрын

Big fan bro ...from india

@satyamtripathi1732 3 жыл бұрын

nice good to see u after long time

@SwavimanKumar 3 жыл бұрын

Thanks Gabriel. Now I understood it so well that this is hard to forget :D

@gohkangsheng5619 2 жыл бұрын

you are so awesome

@shashankbangera7753 2 жыл бұрын

hey gabriel hope you are doing alright! and just wanted to say I learnt a lot from you just came back to say thank you for everything you taught us!!

@medicalminute4927 Жыл бұрын

Good 👍

@Chris-wv9qc 2 жыл бұрын

Hi Gabriel ! Are you gonna make more videos? Especially a project where like the housing lagged project but where you don’t also use the test data? Would be amazing ! Thank you so much!!!

@ixkauzo5032 Жыл бұрын

i really miss him :(

@SwavimanKumar 3 жыл бұрын

Hey Gabriel, I have one request. You have made so many great videos so far, so you probably already have made a video of a project where you used the hypothesis testing concept. If you have, could you please share a link to that video here. I have learnt the concepts of t test, f test, chi square test etc but I never get to see a real life implementation of them. Thanks for making these amazing videos. U r awesome.

@gcdatkin 3 жыл бұрын

I actually don't have a video like this, but it sounds like a good idea for a future video!

@lucastavares7767 3 жыл бұрын

I am Brazilian, create some artificial intelligence for the detection and treatment of psychological diseases using Python, please, you explain it very well!

@TempTaTionRaZoR Жыл бұрын

Hi, I want to cite one of your notebook for a uni project. Is there a way to do that?

@jonahjohnbaba 8 ай бұрын

Hi Gabriel where are you. I really miss you and I have alot of questions to ask you.

@satyamtripathi1732 3 жыл бұрын

hello gabriel i know you might be very busy in job and in other things also but try to upload any videos in weekends I really miss your content

@akmalmir8531 3 жыл бұрын

I understand this lesson as, MAE vs R2 in regression models, sometimes better r2 worse MAE, am i right?

@gcdatkin 3 жыл бұрын

Actually, this is always the case. If you look at the formulas for R^2 and for MAE, they both rely on the errors between predictions and ground truth targets. As one goes up, the other goes down.

@akmalmir8531 3 жыл бұрын

@@gcdatkin Thanks for your reply, looking forward for new videos!)