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Data Science for Web3
book

Data Science for Web3

by Gabriela Castillo Areco
December 2023
Intermediate to advanced
344 pages
8h 59m
English
Packt Publishing
Content preview from Data Science for Web3

Part 2 Web3 Machine Learning Cases

In this part of the book, we will apply common artificial intelligence tasks to Web3-related data. This approach offers us an overview of the tools commonly used in the Web3 space, building upon the data and sources explored in Part 1 of the book.

This part comprises the following chapters:

  • Chapter 6, Preparing and Exploring Our Data
  • Chapter 7, A Primer on Machine Learning and Deep Learning
  • Chapter 8, Sentiment Analysis – NLP and Crypto-News
  • Chapter 9, Generative Art for NFTs
  • Chapter 10, A Primer on Security and Fraud Detection
  • Chapter 11, Price Prediction with Time Series
  • Chapter 12, Marketing Discovery with Graphs
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Publisher Resources

ISBN: 9781837637546