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Data Science for Web3

You're reading from   Data Science for Web3 A comprehensive guide to decoding blockchain data with data analysis basics and machine learning cases

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Product type Paperback
Published in Dec 2023
Publisher Packt
ISBN-13 9781837637546
Length 344 pages
Edition 1st Edition
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Author (1):
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Gabriela Castillo Areco Gabriela Castillo Areco
Author Profile Icon Gabriela Castillo Areco
Gabriela Castillo Areco
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Table of Contents (23) Chapters Close

Preface 1. Part 1 Web3 Data Analysis Basics
2. Chapter 1: Where Data and Web3 Meet FREE CHAPTER 3. Chapter 2: Working with On-Chain Data 4. Chapter 3: Working with Off-Chain Data 5. Chapter 4: Exploring the Digital Uniqueness of NFTs – Games, Art, and Identity 6. Chapter 5: Exploring Analytics on DeFi 7. Part 2 Web3 Machine Learning Cases
8. Chapter 6: Preparing and Exploring Our Data 9. Chapter 7: A Primer on Machine Learning and Deep Learning 10. Chapter 8: Sentiment Analysis – NLP and Crypto News 11. Chapter 9: Generative Art for NFTs 12. Chapter 10: A Primer on Security and Fraud Detection 13. Chapter 11: Price Prediction with Time Series 14. Chapter 12: Marketing Discovery with Graphs 15. Part 3 Appendix
16. Chapter 13: Building Experience with Crypto Data – BUIDL 17. Chapter 14: Interviews with Web3 Data Leaders 18. Index 19. Other Books You May Enjoy Appendix 1
1. Appendix 2
2. Appendix 3

Showcasing your work – portfolio

Building a portfolio serves two primary purposes. Not only does it cater to potential job seekers but also to contractors, consultants, and business owners in search of prospective clients, and it also showcases our soft skills.

Firstly, a portfolio demonstrates what we have accomplished and the depth of our knowledge. It leaves a lasting impact on interviewers when we can show our work rather than merely describing it. For instance, if we have built a dashboard on Ethereum, it indicates our ability to replicate the process on other chains. Secondly, through the portfolio-building process, we gain valuable insights into the language, technical jargon, and current trends in the industry.

A portfolio also highlights soft skills that are highly valued by the market. We will delve into these soft skills later in this chapter, such as curiosity, passion, learning agility, and initiative.

There are many guides on how to build a portfolio for...

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