Regulaziation in Machine Learning | L1 and L2 Regularization | Data Science | Edureka

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This Edurekaโ€™s tutorial video explains the need for regularization, what is regularization, various regularization techniques like Ridge and Lasso, L1 and L2 regularization, with simple examples followed by hands-on, practical demonstration of working of ridge and lasso regularization.
The video covers following topic :
00:00 Introduction
00:18 Agenda
00:45 Need for Regularization
03:15 What is Regularization ?
05:34 Working of Regularization
06:25 Cost Function of Linear Regularization
08:05 Working of Regularization
08:25 Ridge Regularization
09:15 Lasso Regularization
10:46 Which technique to use?
11:05 Hands-On
๐Ÿ“Feel free to comment your doubts in the comment section below, and we will be happy to answer๐Ÿ“
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For more information, please write back to us at sales@edureka.in or call us at IND: +91-9606058418 / US: 18338555775

ะŸั–ะบั–ั€ะปะตั€: 14

  • @edurekaIN
    @edurekaIN2 ะถั‹ะป ะฑาฑั€ั‹ะฝ

    Got a question on the topic? Please share it in the comment section below and our experts will answer it for you. For Edureka Machine Learning Certification Training Curriculum, Visit our Website: bit.ly/2WbPMn6 Use code "KZread20" to get Flat 20% off on this training.

  • @pranjalikhiratkar5630
    @pranjalikhiratkar5630 ะ–ั‹ะป ะฑาฑั€ั‹ะฝ

    Nice..which regularization can we use for binary classification like logistic regression?

  • @ArunKumar-sc9dl
    @ArunKumar-sc9dl ะ–ั‹ะป ะฑาฑั€ั‹ะฝ

    Thank you madam, this knowledge helps alot.

  • @edurekaIN

    @edurekaIN

    ะ–ั‹ะป ะฑาฑั€ั‹ะฝ

    Most welcome ๐Ÿ˜Š Glad it was helpful!

  • @swalzcreative9017
    @swalzcreative9017 ะ–ั‹ะป ะฑาฑั€ั‹ะฝ

    Nice explanation thanks......

  • @edurekaIN

    @edurekaIN

    ะ–ั‹ะป ะฑาฑั€ั‹ะฝ

    Glad you liked it

  • @humairakhatoon4561
    @humairakhatoon45612 ะถั‹ะป ะฑาฑั€ั‹ะฝ

    Nice explanation. ๐Ÿ‘

  • @edurekaIN

    @edurekaIN

    2 ะถั‹ะป ะฑาฑั€ั‹ะฝ

    Glad you liked it

  • @Mohd_Raavi
    @Mohd_Raavi ะ–ั‹ะป ะฑาฑั€ั‹ะฝ

    very well explainded

  • @edurekaIN

    @edurekaIN

    ะ–ั‹ะป ะฑาฑั€ั‹ะฝ

    Thank you ๐Ÿ˜Š Glad it was helpful!!!

  • @Mohd_Raavi
    @Mohd_Raavi ะ–ั‹ะป ะฑาฑั€ั‹ะฝ

    please make more videos related to machine learning

  • @edurekaIN

    @edurekaIN

    ะ–ั‹ะป ะฑาฑั€ั‹ะฝ

    We are very glad to hear that your a learning well with our contents :) continue to learn with us and don't forget to subscribe our channel so that you don't miss any updates !

  • @qammaruzzamman9621
    @qammaruzzamman9621 ะ–ั‹ะป ะฑาฑั€ั‹ะฝ

    Can anyone share the dataset they used in hands on?

  • @edurekaIN

    @edurekaIN

    ะ–ั‹ะป ะฑาฑั€ั‹ะฝ

    Glad to hear our contents are helping you ๐Ÿ˜Š Please provide your mail id to share the dataset!! Weโ€™ll update you soon

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