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Data Science for Web3

You're reading from  Data Science for Web3

Product type Book
Published in Dec 2023
Publisher Packt
ISBN-13 9781837637546
Pages 344 pages
Edition 1st Edition
Languages
Author (1):
Gabriela Castillo Areco Gabriela Castillo Areco
Profile icon Gabriela Castillo Areco

Table of Contents (23) Chapters

Preface Part 1 Web3 Data Analysis Basics
Chapter 1: Where Data and Web3 Meet Chapter 2: Working with On-Chain Data Chapter 3: Working with Off-Chain Data Chapter 4: Exploring the Digital Uniqueness of NFTs – Games, Art, and Identity Chapter 5: Exploring Analytics on DeFi Part 2 Web3 Machine Learning Cases
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 Part 3 Appendix
Chapter 13: Building Experience with Crypto Data – BUIDL Chapter 14: Interviews with Web3 Data Leaders Index Other Books You May Enjoy Appendix 1
Appendix 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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