Description: Artificial Intelligence in Finance : A Python-Based Guide, Paperback by Hilpisch, Yves, ISBN 1492055433, ISBN-13 9781492055433, Like New Used, Free shipping in the US
The widespread adoption of AI and machine learning is revolutionizing many industries today. Once these technologies are combined with the programmatic availability of historical and real-time financial data, the financial industry will also change fundamentally. With this practical book, youll learn how to use AI and machine learning to discover statistical inefficiencies in financial markets and exploit them through algorithmic trading.
Author Yves Hilpisch shows practitioners, students, and academics in both finance and data science practical ways to apply machine learning and deep learning algorithms to finance. Thanks to lots of self-contained Python examples, youll be able to replicate all results and figures presented in th.
In five parts, this guide helps you:
- Learn central notions and algorithms from AI, including recent breakthroughs on the way to artificial general intelligence (AGI) and superintelligence (SI)
- Understand why data-driven finance, AI, and machine learning will have a lasting impact on financial theory and practice
- Apply neural networks and reinforcement learning to discover statistical inefficiencies in financial markets
- Identify and exploit economic inefficiencies through backtesting and algorithmic trading--the automated execution of trading strategies
- Understand how AI will influence the competitive dynamics in the financial industry and what the potential emergence of a financial singularity might bring about
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Book Title: Artificial Intelligence in Finance : A Python-Based Guide
Number of Pages: 475 Pages
Language: English
Publication Name: Artificial Intelligence in Finance : a Python-Based Guide
Publisher: O'reilly Media, Incorporated
Subject: Finance / General, Investments & Securities / Analysis & Trading Strategies, Corporate Finance / General
Publication Year: 2020
Item Height: 1.2 in
Item Weight: 27.3 Oz
Type: Textbook
Subject Area: Business & Economics
Item Length: 9.2 in
Author: Yves J. Hilpisch
Item Width: 7 in
Format: Trade Paperback