Data Science for Web3: A comprehensive guide to decoding blockchain data with data analysis basics and machine learning cases

Gabriela Castillo Areco

€23.99 ~~€26.99~~

5 (3 Ratings)

eBook Dec 2023 344 pages 1st Edition

Gabriela Castillo Areco

€23.99 ~~€26.99~~

5 (3 Ratings)

eBook Dec 2023 344 pages 1st Edition

What do you get with eBook?

Instant access to your Digital eBook purchase

Download this book in EPUB and PDF formats

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

AI Assistant (beta) to help accelerate your learning

View table of contents

Preview Book

Download Code

Key benefits

Build a deep understanding of the fundamentals of blockchain analytics
Extract actionable business insights by modeling blockchain data
Showcase your work and gain valuable experience to seize opportunities in the Web3 ecosystem
Purchase of the print or Kindle book includes a free PDF eBook

Description

Data is the new oil and Web3 is generating it at an unprecedented rate. Complete with practical examples, detailed explanations, and ideas for portfolio development, this comprehensive book serves as a step-by-step guide covering the industry best practices, tools, and resources needed to easily navigate the world of data in Web3. You’ll begin by acquiring a solid understanding of key blockchain concepts and the fundamental data science tools essential for Web3 projects. The subsequent chapters will help you explore the main data sources that can help address industry challenges, decode smart contracts, and build DeFi- and NFT-specific datasets. You’ll then tackle the complexities of feature engineering specific to blockchain data and familiarize yourself with diverse machine learning use cases that leverage Web3 data. The book includes interviews with industry leaders providing insights into their professional journeys to drive innovation in the Web 3 environment. Equipped with experience in handling crypto data, you’ll be able to demonstrate your skills in job interviews, academic pursuits, or when engaging potential clients. By the end of this book, you’ll have the essential tools to undertake end-to-end data science projects utilizing blockchain data, empowering you to help shape the next-generation internet.

Who is this book for?

This book is designed for data professionals—data analysts, data scientists, or data engineers— and business professionals, aiming to acquire the skills for extracting data from the Web3 ecosystem, as it demonstrates how to effectively leverage data tools for in-depth analysis of blockchain transactional data. If you seek hands-on experience, you'll find value in the shared repository, enabling you to experiment with the provided solutions. While not mandatory, a basic understanding of statistics, machine learning, and Python will enhance your learning experience.

What you will learn

Understand the core components of blockchain transactions and blocks
Identify reliable sources of on-chain and off-chain data to build robust datasets
Understand key Web3 business questions and how data science can offer solutions
Build your skills to create and query NFT- and DeFi-specific datasets
Implement a machine learning toolbox with real-world use cases in the Web3 space

What do you get with eBook?

Instant access to your Digital eBook purchase

Download this book in EPUB and PDF formats

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

AI Assistant (beta) to help accelerate your learning

Frequently bought together

Causal Inference and Discovery in Python

€29.99

The Future of Finance with ChatGPT and Power BI

€33.99

Total € 97.97

Ravi C Mannepalli Jan 31, 2024

"Data Science for Web3" is a thought-provoking exploration of the synergy between WEB3, NFTs, and blockchains in the context of analytics. It provides a framework, and a roadmap for professionals, researchers, and enthusiasts seeking to leverage these technologies to revolutionize the way data is collected, analyzed, and utilized in the evolving digital landscape. The book paints a vivid picture of how the synergy between WEB3, NFTs, and blockchains is catalyzing a paradigm shift in analytics, fostering a future where data integrity and transparency are paramount.Highly Recommend this book.

Amazon Verified review

H2N Jan 23, 2024

It is a good Web3 data landscape book for data professionals, with or without a data science background, with a clear understanding of Web3's complexities, including on-chain/off-chain data, NFTs, and DeFi. It offers practical machine learning applications, career advice in the decentralized space, and diverse topics like NLP, fraud detection, and market analysis. The book is a comprehensive guide for shaping the future of the internet with Web3 data.

Om S Jan 30, 2024

Data Science for Web3 is like a friendly roadmap that helps you explore the exciting world of blockchain analytics. It's packed with easy-to-understand concepts, real-life examples, and smart tips for anyone curious about the future of Web3. This book guides you step by step, teaching you how to unravel the mysteries of blockchain data, find valuable insights, and create datasets for cool projects like DeFi and NFTs. With stories from industry leaders and practical exercises, it's a handy guide for both data nerds and business enthusiasts. Whether you're a pro or just dipping your toes into data science, this book is your companion to mastering the data game in the ever-evolving Web3 universe.

Data Science for Web3: A comprehensive guide to decoding blockchain data with data analysis basics and machine learning cases

What do you get with eBook?