Data Science Techniques for Cryptocurrency Blockchains
Liiv, Innar
Data Science Techniques for Cryptocurrency Blockchains - Singapore Springer Nature 2021 - 110 - Behaviormetrics : Quantitative Approaches to Human Behavior 9 .
This book brings together two major trends: data science and blockchains. It is one of the first books to systematically cover the analytics aspects of blockchains, with the goal of linking traditional data mining research communities with novel data sources. Data science and big data technologies can be considered cornerstones of the data-driven digital transformation of organizations and society. The concept of blockchain is predicted to enable and spark transformation on par with that associated with the invention of the Internet. Cryptocurrencies are the first successful use case of highly distributed blockchains, like the world wide web was to the Internet.
The book takes the reader through basic data exploration topics, proceeding systematically, method by method, through supervised and unsupervised learning approaches and information visualization techniques, all the way to understanding the blockchain data from the network science perspective.
9789811624179
Cryptocurrencies
Blockchains
Data Science
332.4 LII
Data Science Techniques for Cryptocurrency Blockchains - Singapore Springer Nature 2021 - 110 - Behaviormetrics : Quantitative Approaches to Human Behavior 9 .
This book brings together two major trends: data science and blockchains. It is one of the first books to systematically cover the analytics aspects of blockchains, with the goal of linking traditional data mining research communities with novel data sources. Data science and big data technologies can be considered cornerstones of the data-driven digital transformation of organizations and society. The concept of blockchain is predicted to enable and spark transformation on par with that associated with the invention of the Internet. Cryptocurrencies are the first successful use case of highly distributed blockchains, like the world wide web was to the Internet.
The book takes the reader through basic data exploration topics, proceeding systematically, method by method, through supervised and unsupervised learning approaches and information visualization techniques, all the way to understanding the blockchain data from the network science perspective.
9789811624179
Cryptocurrencies
Blockchains
Data Science
332.4 LII
