Mastering the Bias-Variance Tradeoff in Machine Learning ๐Ÿ“Š

Learn how the bias-variance tradeoff impacts model performance and how to balance it for optimal results in your machine learning projects.

RANJI RAJโ€ข5.1K viewsโ€ข13:43

About this video

In statistics and machine learning, the bias-variance tradeoff is the property of a model that the variance of the parameter estimates across samples can be reduced by increasing the bias in the estimated parameters. #MachineLearning #BiasVarianceTradeoff #DataScience
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๐Ÿ๐‘ท๐’š๐’•๐’‰๐’๐’ ๐‘บ๐’Œ๐’Š๐’๐’ ๐‘บ๐’†๐’“๐’Š๐’†๐’” ๐Ÿ‘‰ https://www.youtube.com/playlist?list=PLPN-43XehstMPOjguAFadcWvMnaefX4gf

๐Ÿ™๐‘ซ๐’†๐’†๐’‘ ๐‘ณ๐’†๐’‚๐’“๐’๐’Š๐’๐’ˆ ๐Ÿ‘‰ https://www.youtube.com/playlist?list=PLPN-43XehstM4-SWLIUS5eFxPmFJ3iHan

๐Ÿฆพ๐‘ด๐’‚๐’„๐’‰๐’Š๐’๐’† ๐‘ณ๐’†๐’‚๐’“๐’๐’Š๐’๐’ˆ ๐Ÿ‘‰https://www.youtube.com/playlist?list=PLPN-43XehstOjGY6vM6nBpSggHoAv9hkR

๐Ÿค–๐‘จ๐’“๐’•๐’Š๐’‡๐’Š๐’„๐’Š๐’‚๐’ ๐‘ฐ๐’๐’•๐’†๐’๐’๐’Š๐’ˆ๐’†๐’๐’„๐’† ๐Ÿ‘‰https://www.youtube.com/playlist?list=PLPN-43XehstNQttedytmmLPwzMCXahBRg

โ˜๏ธ๐‘ช๐’๐’๐’–๐’… ๐‘ช๐’๐’Ž๐’‘๐’–๐’•๐’Š๐’๐’ˆ ๐Ÿ‘‰https://www.youtube.com/playlist?list=PLPN-43XehstNd5WsXQ9y3GFXyagkX1PC3

๐Ÿ“ถ๐‘พ๐’Š๐’“๐’†๐’๐’†๐’”๐’” ๐‘ป๐’†๐’„๐’‰๐’๐’๐’๐’๐’ˆ๐’š ๐Ÿ‘‰https://www.youtube.com/playlist?list=PLPN-43XehstMhFEXiOgJwv2Ec3vOTWpSH

๐Ÿ› ๏ธ๐‘ซ๐’‚๐’•๐’‚ ๐‘ด๐’Š๐’๐’Š๐’๐’ˆ ๐Ÿ‘‰https://www.youtube.com/playlist?list=PLPN-43XehstOe0CxcXaYeLTFpgD2IiluP

โš™๏ธ๐‘บ๐’Š๐’Ž๐’–๐’๐’‚๐’•๐’Š๐’๐’ ๐‘ด๐’๐’…๐’†๐’๐’Š๐’๐’ˆ ๐Ÿ‘‰https://www.youtube.com/playlist?list=PLPN-43XehstPwUMDCs9zYQS-e5-0zjifX

๐Ÿ˜๐‘ฉ๐’Š๐’ˆ ๐‘ซ๐’‚๐’•๐’‚ ๐Ÿ‘‰https://www.youtube.com/playlist?list=PLPN-43XehstPr1D-t9X2klE--Uj4YSNwn

โ›“๏ธ๐‘ฉ๐’๐’๐’„๐’Œ๐’„๐’‰๐’‚๐’Š๐’ ๐‘ป๐’†๐’„๐’‰๐’๐’๐’๐’๐’ˆ๐’š ๐Ÿ‘‰https://www.youtube.com/playlist?list=PLPN-43XehstNgC2t_EScmj1GWv24ncugJ

๐Ÿ’ก๐‘ฐ๐‘ถ๐‘ป ๐Ÿ‘‰https://www.youtube.com/playlist?list=PLPN-43XehstOS_3mv9LgFWnVXQE-7PKbF


๐“•๐“ธ๐“ต๐“ต๐“ธ๐”€ ๐“ถ๐“ฎ ๐“ธ๐“ท ๐“˜๐“ท๐“ผ๐“ฝ๐“ช๐“ฐ๐“ป๐“ช๐“ถ ๐Ÿ‘‰ https://www.instagram.com/adhyapakh/
๐“ฅ๐“ฒ๐“ผ๐“ฒ๐“ฝ ๐“ถ๐”‚ ๐“Ÿ๐“ป๐“ธ๐“ฏ๐“ฒ๐“ต๐“ฎ ๐Ÿ‘‰ https://www.linkedin.com/in/reng99/
(Feel free to give or ask for any recommendation)
๐“ข๐“พ๐“น๐“น๐“ธ๐“ป๐“ฝ ๐“ถ๐”‚ ๐”€๐“ธ๐“ป๐“ด ๐“ธ๐“ท ๐“Ÿ๐“ช๐“ฝ๐“ป๐“ฎ๐“ธ๐“ท ๐Ÿ‘‰ https://www.patreon.com/ranjiraj
๐“–๐“ฒ๐“ฝ๐“—๐“พ๐“ซ๐Ÿ‘‰ https://github.com/ranjiGT

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Oct 31, 2020

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