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The Kaggle Book

You're reading from   The Kaggle Book Data analysis and machine learning for competitive data science

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Product type Paperback
Published in Apr 2022
Publisher Packt
ISBN-13 9781801817479
Length 534 pages
Edition 1st Edition
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Authors (2):
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Luca Massaron Luca Massaron
Author Profile Icon Luca Massaron
Luca Massaron
Konrad Banachewicz Konrad Banachewicz
Author Profile Icon Konrad Banachewicz
Konrad Banachewicz
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Toc

Table of Contents (20) Chapters Close

Preface
1. Part I: Introduction to Competitions
2. Introducing Kaggle and Other Data Science Competitions FREE CHAPTER 3. Organizing Data with Datasets 4. Working and Learning with Kaggle Notebooks 5. Leveraging Discussion Forums 6. Part II: Sharpening Your Skills for Competitions
7. Competition Tasks and Metrics 8. Designing Good Validation 9. Modeling for Tabular Competitions 10. Hyperparameter Optimization 11. Ensembling with Blending and Stacking Solutions 12. Modeling for Computer Vision 13. Modeling for NLP 14. Simulation and Optimization Competitions 15. Part III: Leveraging Competitions for Your Career
16. Creating Your Portfolio of Projects and Ideas 17. Finding New Professional Opportunities 18. Other Books You May Enjoy
19. Index

Saving Notebooks to GitHub

A recently introduced feature (see https://www.kaggle.com/product-feedback/295170) allows you to store your code or your Notebook to the version control repository GitHub (https://github.com/). You can store your work both to public and private repositories, and this will happen automatically as you save a version of your code. Such a feature could prove quite useful for sharing your work with your Kaggle teammates, as well as for showcasing your work to the wider public.

In order to enable this feature, you need to open your Notebook; in the File menu, choose the Link to GitHub option.

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Figure 3.10: Enabling the GitHub feature

After choosing the option, you will have to link your GitHub account to the Notebook. You will explicitly be asked for linking permissions the first time you choose to link. For any subsequent links to new Notebooks, the operation will be carried out automatically.

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Figure 3.11: Linking to GitHub

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