Data Science for Economics and Finance Methodologies and Applications
Publication year: 2021
ISBN: 978-3-030-66891-4
Internet Resource: Please Login to download book
The book starts with an introduction on the use of data science technologies in economics and finance and is followed by thirteen chapters showing success stories of the application of specific data science methodologies, touching on particular topics related to novel big data sources and technologies for economic analysis (e.g. social media and news); big data models leveraging on supervised/unsupervised (deep) machine learning; natural language processing to build economic and financial indicators; and forecasting and nowcasting of economic variables through time series analysis.
Subject: Computer Science, Data Mining and Knowledge Discovery, Machine Learning, Business Information Systems, Big Data, Analytics, Computer Appl. in Administrative Data Processing, Information Storage and Retrieval, Data Mining, Big Data, Data Analytics, Decision Support Systems, Machine Learning, Semantics and Reasoning
