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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

Closing Our Journey: How to Stay Relevant and on Top

We near the conclusion of our enlightening journey through the realm of data science, and we have traversed a diverse landscape of challenges, ranging from geospatial analysis and natural language processing to image classification and time-series forecasting. This expedition has enriched our understanding of how to adeptly combine various cutting-edge technologies. We’ve delved into large language models, such as those developed by Kaggle, explored vector databases, and discovered the efficiency of task chaining frameworks, all to harness the transformative potential of generative AI.

Our learning journey has also encompassed working with an array of data types and formats. We’ve engaged in feature engineering, constructed several baseline models, and acquired the skill of iteratively refining these models. This process is central to mastering the numerous tools and techniques essential for comprehensive data...

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