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The Financial Data Playbook
Paperback
Series: Algorithmic Trading
Publisher: Independently Published
Published: Aug 6 2021
Pages: 94
Weight: 0.30
Height: 0.19 Width: 6.00 Depth: 9.00
Language: English
The Financial Data Playbook is a compendium of thoughtful business lessons from a career financial machine learning engineer. It offers insights on how to navigate the business expectations and theoretical challenges of modern applied finance.
Each argument is presented as a careful mathematical discussion that illustrates how investors, executives, and engineers think about and allocate resources to high-risk high-reward research and development projects.
Readers will learn about:
- Measuring the business value of improving model accuracy
- Improving the accuracy and validity of investment performance simulations
- Estimating the amount of data required to improve a model
- Choosing the right model for the data
- Comparing the performance of modern and legacy methods
- Accounting for counter-party expectations to improve accuracy
- And more ...
This book is written for finance and data business managers who want to maximize their financial data science R&D investment by understanding the opportunities and constraints presented by recent advances in financial machine learning.
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