[其他] Financial Data Analytics with Machine Learning, Optimization and Statistics [推广有奖]

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Kaka-2030 发表于 2025-1-29 20:53:08 |AI写论文

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Textbook:Financial Data Analytics with Machine Learning, Optimization and Statistics : with Machine Learning, Optimization and Statistics
Author(s): Sam Chen

Description:
This curse is an essential introduction to data analytics and Machine Learning techniques in the business sector
In Financial Data Analytics with Machine Learning, Optimization and Statistics, a team consisting of a distinguished applied mathematician and statistician, experienced actuarial professionals and working data analysts delivers an expertly balanced combination of traditional financial statistics, effective machine learning tools, and mathematics. The book focuses on contemporary techniques used for data analytics in the financial sector and the insurance industry with an emphasis on mathematical understanding and statistical principles and connects them with common and practical financial problems. Each chapter is equipped with derivations and proofs—especially of key results—and includes several realistic examples which stem from common financial contexts. The computer algorithms in the book are implemented using Python and R, two of the most widely used...

Financial Data Analytics with Machine Learning, Optimization and Statistics _ with Machine Learning, Optimization and Statistics (2024).epub