 Название: Tensorflow for Quantitative Finance: Transform Financial Analysis with TensorFlow's Cutting-Edge Machine Learning Techniques (Python Libraries for Finance)
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2024
Страниц: 578
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB
Transform your financial analysis and modeling with "TensorFlow for Quantitative Finance," the ultimate guide for financial professionals seeking to harness the power of Machine Learning. This comprehensive book equips financial analysts, data scientists, and quantitative researchers with the tools and knowledge to apply TensorFlow's advanced capabilities to a wide range of financial applications.
Explore how TensorFlow can revolutionize financial modeling, from predictive analytics to risk management and algorithmic trading. This expert-level resource provides practical, hands-on examples, detailed tutorials, and real-world case studies to help you integrate TensorFlow into your quantitative finance workflows effectively.
Inside "TensorFlow for Quantitative Finance," you will find:
Foundations of machine learning and deep learning in finance
Techniques for financial time series forecasting
Development of predictive models for stock prices and market trends
Advanced risk management models using TensorFlow
Algorithmic trading strategies powered by reinforcement learning
Implementation of fraud detection systems
Portfolio optimization and asset allocation models
With contributions from leading industry experts, this book offers insights into the latest advancements in financial technology and practical guidance on applying TensorFlow to solve complex financial problems. Enhance your analytical skills, make data-driven decisions, and stay competitive in the evolving financial landscape with "TensorFlow for Quantitative Finance.
Contents:
Chapter 1: Tensorflow basics
Chapter 2: Data Preparation and Preprocessing
Chapter 3: Fundamental Machine Learning Concepts for Finance
Chapter 4: Deep Learning for Quantitative Finance
Chapter 5: Advanced Topics in TensorFlow for Finance
Chapter 6: Case Studies and Practical Applications
Chapter 7: The Next Frontier
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