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Developing Kaggle Notebooks

You're reading from  Developing Kaggle Notebooks

Product type Book
Published in Dec 2023
Publisher Packt
ISBN-13 9781805128519
Pages 370 pages
Edition 1st Edition
Languages
Author (1):
Gabriel Preda Gabriel Preda
Profile icon Gabriel Preda

Table of Contents (14) Chapters

Preface 1. Introducing Kaggle and Its Basic Functions 2. Getting Ready for Your Kaggle Environment 3. Starting Our Travel – Surviving the Titanic Disaster 4. Take a Break and Have a Beer or Coffee in London 5. Get Back to Work and Optimize Microloans for Developing Countries 6. Can You Predict Bee Subspecies? 7. Text Analysis Is All You Need 8. Analyzing Acoustic Signals to Predict the Next Simulated Earthquake 9. Can You Find Out Which Movie Is a Deepfake? 10. Unleash the Power of Generative AI with Kaggle Models 11. Closing Our Journey: How to Stay Relevant and on Top 12. Other Books You May Enjoy
13. Index

Summary

In this chapter, we learned a little about the history of the Kaggle platform, its resources, and its capabilities. We then introduced the basics of how to create an account and start benefiting from the platform’s resources and interaction with other users.

Initially a platform only for predictive modeling competitions, Kaggle has grown to become a complex data platform, with sections for Competitions, Datasets, Code (Notebooks), and Discussions. Hence, we learned how you can move up the ranks by accumulating ranking points and medals in Competitions and medals in Datasets, Notebooks, and Discussions. In the future, it is possible that Kaggle will also add ranking points for other sections besides Competitions, although this is a subject of debate in the Kaggle community. Additionally, Kaggle provides a learning platform (with Learn) and Models (which can be used in Notebooks).

It’s now time to get ready for your trip around the data analysis world, using Kaggle resources. In the next chapter, you will learn how to use the full capacity of the platform to code, get familiar with the development environment, and learn how to use it to its maximum potential. Let’s get ready!

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Developing Kaggle Notebooks
Published in: Dec 2023 Publisher: Packt ISBN-13: 9781805128519
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