Data Science for Economics and Finance: Methodologies and Applications Consoli Sergio
Data Science for Economics and Finance: Methodologies and Applications Consoli Sergio This open access book covers the use of data science, including advanced machine learning, big data analytics,…
Specifikacia Data Science for Economics and Finance: Methodologies and Applications Consoli Sergio
Data Science for Economics and Finance: Methodologies and Applications Consoli Sergio
This open access book covers the use of data science, including advanced machine learning, big data analytics, Semantic Web technologies, natural language processing, social media analysis, time series analysis, among others, for applications in economics and finance. social media and news); big data models leveraging on supervised/unsupervised (deep) machine learning; natural In addition, it shows some successful applications of advanced data science solutions used to extract new knowledge from data in order to improve economic forecasting models.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.
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