Price: $43.13
(as of Dec 25,2024 01:33:41 UTC – Details)
Publisher : Packt Publishing (December 29, 2023)
Language : English
Paperback : 344 pages
ISBN-10 : 1837637547
ISBN-13 : 978-1837637546
Item Weight : 1.32 pounds
Dimensions : 9.25 x 7.52 x 0.72 inches
Data Science for Web3: A comprehensive guide to decoding blockchain data with data analysis basics and machine learning cases
In the world of Web3, blockchain technology has revolutionized the way we interact with data and conduct transactions. With the rise of decentralized applications (dApps) and cryptocurrencies, there is an increasing need for data scientists who can analyze and interpret blockchain data to uncover valuable insights.
This comprehensive guide will cover the basics of data analysis and machine learning techniques, as well as provide real-world use cases for applying these skills to blockchain data.
Data Analysis Basics:
– Understanding blockchain data structures and formats
– Data cleaning and preprocessing techniques for blockchain data
– Exploratory data analysis to uncover patterns and trends
– Statistical analysis and hypothesis testing for validating findings
Machine Learning Cases:
– Predictive modeling for forecasting cryptocurrency prices
– Anomaly detection to detect fraudulent transactions on the blockchain
– Clustering and classification algorithms to identify patterns in transaction data
– Sentiment analysis of social media data to gauge market sentiment
By mastering these data analysis basics and machine learning techniques, you will be equipped to decode blockchain data and extract valuable insights that can inform decision-making in the fast-paced world of Web3. Whether you are a data scientist looking to expand your skill set or a blockchain enthusiast eager to dive deeper into the data behind the technology, this guide will provide you with the tools and knowledge you need to succeed.
#Data #Science #Web3 #comprehensive #guide #decoding #blockchain #data #data #analysis #basics #machine #learning #cases
Leave a Reply