دانلود کتاب Alternative Data and Artificial Intelligence Techniques: Applications in Investment and Risk Management

Name: Alternative Data and Artificial Intelligence Techniques: Applications in Investment and Risk Management
Availability: InStock
Author: Qingquan Tony Zhang
ISBN: 3031116119,9783031116117

by Qingquan Tony Zhang, Beibei Li, Danxia Xie

عنوان فارسی: داده های جایگزین و تکنیک های هوش مصنوعی: کاربردها در مدیریت سرمایه گذاری و ریسک
ناشر: Palgrave Macmillan
سال: 2022
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 339-340
شابک: 3031116119,9783031116117
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 6.85 مگابایت

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جزییات کتاب

This book introduces a state-of-art approach in evaluating portfolio management and risk based on artificial intelligence and alternative data. The book covers a textual analysis of news and social media, information extraction from GPS and IoTs data, and risk predictions based on small transaction data, etc. The book summarizes and introduces the advancement in each area and highlights the machine learning and deep learning techniques utilized to achieve the goals. As a complement, it also illustrates examples on how to leverage the python package to visualize and analyze the alternative datasets, and will be of interest to academics, researchers, and students of risk evaluation, risk management, data, AI, and financial innovation.