Opening book details…
Can I read 机器学习和深度学习的新式金融应用 on EtoBox?
机器学习和深度学习的新式金融应用 by it-ebooks is a nonfiction available to read on EtoBox.
What is 机器学习和深度学习的新式金融应用 about?
This book presents the state-of-the-art applications of machine learning in the finance domain with a focus on financial product modeling, which aims to advance the model performance and minimize risk and uncertainty. It provides both practical and managerial implications of financial and managerial decision support systems which capture a broad range of financial data traits. It also serves as a guide for the implementation of risk-adjusted financial product pricing systems, while adding a significant supplement to the financial literacy of the investigated study. The book covers advanced machine learning techniques, such as Support Vector Machine, Neural Networks, Random Forest, K -Nearest Neighbors, Extreme Learning Machine, Deep Learning Approaches, and their application to finance datasets. It also leverages real-world financial instances to practice business product modeling and data analysis. Software code, such as MATLAB, Python and/or R including datasets within a broad range of financial domain are included for more rigorous practice. The book primarily aims at providing graduate students and researchers with a roadmap for financial data analysis. It is also intended for
Who reads 机器学习和深度学习的新式金融应用?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- it-ebooks
- Publisher
- iBooker it-ebooks
- Published
- 2023
- Language
- EN
- ISBN
- 9783031185519
- Category
- nonfiction
- Subjects
- Computer Science, Finance, Business