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girlscript / winter-of-contributing

GirlScript Winter of Contributing is a three-month-long Open-Source Program organized by🧡GirlScript Foundation to create the world's largest multilingual content repository that will be available to everyone.
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Data Science with Python : Cross Validation Techniques #422

Open prathimacode-hub opened 2 years ago

prathimacode-hub commented 2 years ago

Welcome to 'DSWP' Team, good to see you here

This issue will helps readers in giving all the guidance that one needs to learn about Cross Validation Techniques. Tutorial to Cross Validation Techniques and how it's applied using sample code.

To get assigned to this issue, add your serial numbers mentioned in the spreadsheet of "Data Science with Python", the approach one would follow and choice you prefer (Documentation, Audio, Video). You can go with all three or any number of options you're interested to work on.

If you had referred any resources, add them up in "DS Resources". Similarly if you had used datasets, include them in "DS Datasets".

Domain : Machine Learning

Mentors Assigned : Peehu Saxena / Jivitesh Jain

Points to Note :

The issues will be assigned on a first come first serve basis, 1 Issue == 1 PR.

"Issue Title" and "PR Title should be the same. Include issue number along with it.

Changes should be made inside the Datascience_With_Python/ directory & Datascience_With_Python branch.

Follow Contributing Guidelines & Code of Conduct before start Contributing.

This issue is only for 'GWOC' contributors of 'DSWP' domain.

All the best. Enjoy your open source journey ahead. 😎

RBiswa787 commented 2 years ago

I would like to work on this issue. Name: Biswadeep Serial No.: 266 Type: Video(Presentation) Approach: Will discuss intro to cross validation, various cross validation techniques like K-Fold, Leave One Out, Stratified K Fold , comparison of various techniques and implementation with code examples.

prathimacode-hub commented 2 years ago

Issue assigned to @RBiswa787 for Video.

Vishaka830 commented 2 years ago

@prathimacode-hub Ma'am, Can I do the documentation for it? Vishaka Saxena Serial No: 901 Batch: 20 Issue Number: 422 Type: Documentation Approach: Introduction of Cross-Validation? Overfitting & Unfitting Various validation strategies Tips & Tricks

ApoorvYdv commented 2 years ago

I would like to work on this. Apoorv Yadav Type: Documentation Batch: 15 Issue: 422 Approach: what is cross validation technique, how it works, how features impact the overall performance, useful features and not important Decide powerful preventive measures against overfitting and underfitting

das-ankur commented 2 years ago

I would like to work on this. Ankur Das Type: Documentation Batch: 4 Issue: 109 Approach: What is Validation? What is Cross Vlidation? Importance How it works How it can be implemented using python Paramaters abd Tuning Conclusion

ashish-reddy-20-08 commented 2 years ago

@prathimacode-hub , Mam can you please assign me this issue , I would like to work on this. ( Video or audio ) M. Ashish Reddy Batch - 5 approach: a detailed explanation along with examples

prathimacode-hub commented 2 years ago

You can work on for audio. If it is ok I shall assign @ashish-reddy-20-08

prathimacode-hub commented 2 years ago

Issue assigned to @Vishaka830 for documentation.

prathimacode-hub commented 2 years ago

Issue assigned to @ashish-reddy-20-08 for audio contribution

ashish-reddy-20-08 commented 2 years ago

@prathimacode-hub , Can you please evaluate my PR mam PR LINK: https://github.com/girlscript/winter-of-contributing/pull/3625