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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

Exploring notebook capabilities

Notebooks serve as powerful tools for data exploration, model training, and running inferences. In this section, we will examine the various capabilities that Kaggle Notebooks have to offer.

We will start off with the most frequently used features of notebooks. We will go through the options to add various resources to a notebook (data and models) and to modify the execution environment. Then, we continue with more advanced features, which will include setting up utility scripts, adding or using secrets, using Google Cloud services, or upgrading a notebook to a Google Cloud AI Notebook. Let’s get started!

Basic capabilities

On the right-side panel, we have quick menu actions for access to frequently used features of notebooks. In the following screenshot, we take a more detailed look at these quick menu actions.

Figure 2.6: Zoomed-in view of the right-side panel with quick menus

As you can see, the first quick menu actions...

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