Hilpisch, Yves J.

Artificial intelligence in finance : a Python-based guide / Yves Hilpisch. - 1st ed. - Sebastopol, Calif. : O'Reilly Media, 2020, c2021. - xvii, 455 p. : ill.

Includes bibliographical references and index.

Part 1. Machine intelligence. 1. Artificial intelligence -- 2. Superintelligence -- Part 2. Finance and machine learning. 3. Normative finance -- 4. Data-driven finance -- 5. Machine learning -- 6. AI-first finance -- Part 3. Statistical inefficiencies. 7. Dense neural networks -- 8. Recurrent neural networks -- 9. Reinforcement learning -- Part 4. Algorithmic trading. 10. Vectorized backtesting -- 11. Risk management -- 12. Execution and deployment -- Part 5. Outlook. 13. AI-based competition -- 14. Financial singularity -- Part 6. Appendixes.

9781492055433 (pbk.) 1492055433 (pbk.)


Financial services industry--Technological innovations.
Financial services industry--Information technology.
Artificial intelligence.
Finance--Data processing.
Python (Computer program language)

HG173 / .H55 2020