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Developing Kaggle Notebooks

You're reading from   Developing Kaggle Notebooks Pave your way to becoming a Kaggle Notebooks Grandmaster

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Product type Paperback
Published in Dec 2023
Publisher Packt
ISBN-13 9781805128519
Length 370 pages
Edition 1st Edition
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Author (1):
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Gabriel Preda Gabriel Preda
Author Profile Icon Gabriel Preda
Gabriel Preda
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Table of Contents (14) Chapters Close

Preface 1. Introducing Kaggle and Its Basic Functions FREE CHAPTER 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

Introducing Kaggle and Its Basic Functions

Kaggle is currently the main platform for competitive predictive modeling. Here, those who are passionate about machine learning, both experts and beginners, have a collaborative and competitive environment to learn, win recognition, share knowledge, and give back to the community. The company was launched in 2010, offering only machine learning competitions. Currently, it is a data platform that includes sections titled Competitions, Datasets, Code, Discussions, Learn, and, most recently, Models.

In 2011, Kaggle went through an investment round, valuing the company above $25 million. In 2017, it was acquired by Google (now Alphabet Inc.), becoming associated with Google Cloud. The most notable key persons from Kaggle are co-founders Anthony Goldbloom (long-time CEO until 2022) and Ben Hammer (CTO). Recently, D. Sculley, the legendary Google engineer, became Kaggle’s new CEO, after Anthony Goldbloom stepped down to become involved in the development of a new start-up.

In this first chapter, we’ll explore the main sections that the Kaggle platform offers its members. We will also learn how to create an account, how the platform is organized, and what its main sections are. In short, this chapter will cover the following topics:

  • The Kaggle platform
  • Kaggle Competitions
  • Kaggle Datasets
  • Kaggle Code
  • Kaggle Discussions
  • Kaggle Learn
  • Kaggle Models

If you are familiar with the Kaggle platform, you probably know about these features already. You can choose to continue reading the following sections to refresh your knowledge about the platform or you can skip them and go directly to the next chapter.

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