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

Product type Paperback

Published in Dec 2023

Publisher Packt

ISBN-13 9781837637546

Length 344 pages

Edition 1st Edition

Languages

Python

Tools

Blockchain

Concepts

Blockchain

Author (1):

Gabriela Castillo Areco

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Table of Contents (23) Chapters

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

Why subscribe?

19. Other Books You May Enjoy

Appendix 1

1. Appendix 2

2. Appendix 3

Jackie Zhang

We are a very adaptive species.

Jackie Zhang’s role is of Developer Relations at Dune Analytics. Her LinkedIn can be found at https://www.linkedin.com/in/jackieyingzhuzhang/ and her X (formerly Twitter) account is https://twitter.com/agaperste. She is also a host of the Journey of the Unordinary channel available at https://www.youtube.com/@JourneyofTheUnordinary.

Gabriela: Can you walk me through your career journey and highlight the most significant experience or role that has shaped your current expertise in the crypto space?

Jackie: I will start where I am now and reverse back to see how I reached here. My title is Developer Relations for Dune Analytics (https://dune.com/home). Dune is a crypto data company, so that is where the crypto comes in. Also, the company is composed of a small team, so I have the opportunity to think a lot about the product and how we sell and grow. I think you can already see the pattern of my interests about bridging crypto...