Artificial intelligence in finance : a python-based guide
Material type: TextPublication details: Beijng : O'Reilly, ©2021Description: xvii, 455 p. : ill. ; 24 cmISBN:- 9781492055433
- 006.3 HIL-A
Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|---|
Books | IIITD General Stacks | Computer Science and Engineering | 006.3 HIL-A (Browse shelf(Opens below)) | Available | 012934 |
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006.3 HAR-M Machine learning in action | 006.3 HAS-F Fundamentals of artificial neural networks | 006.3 HAY-N Neural networks : | 006.3 HIL-A Artificial intelligence in finance : a python-based guide | 006.3 JAN-N Neuro-fuzzy and soft computing : | 006.3 KAP-A Artificial intelligence : | 006.3 KAP-H Humans need not apply : |
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.
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