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Modern Trading with AI: Use GenAI, Causal Inference, and Autonomous Agents for Algorithmic Trading
Paperback
Investing & FinanceGeneral Computers
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ISBN13: 9798196489112
Publisher: Independently Published
Pages: 406
Weight: 1.54
Height: 0.83 Width: 7.00 Depth: 10.00
Language: English
Publisher: Independently Published
Pages: 406
Weight: 1.54
Height: 0.83 Width: 7.00 Depth: 10.00
Language: English
The financial markets that you believe you know no longer exist.
The era of straightforward indicators, inflexible trading strategies, and classic quantitative models is giving way to intelligent, dynamic infrastructures that leverage artificial intelligence. Today's financial markets have been transformed through competition at machine speeds, the rise of autonomous trading agents, advanced reinforcement learning algorithms, and AI algorithms that are able to process data at speeds surpassing those of human traders.
The era of straightforward indicators, inflexible trading strategies, and classic quantitative models is giving way to intelligent, dynamic infrastructures that leverage artificial intelligence. Today's financial markets have been transformed through competition at machine speeds, the rise of autonomous trading agents, advanced reinforcement learning algorithms, and AI algorithms that are able to process data at speeds surpassing those of human traders.
Modern Trading with AI dives deep into this revolution.
This is not yet another trading book based on tired strategies and theories long outdated. Instead, it delves deeply into the reality of how modern AI-based trading systems really work.
Inside this book, you will discover:
For engineers, traders, quants, AI developers, and anyone hungry for knowledge, this book offers an insightful glimpse at what the future of intelligent financial systems looks like and how it is already being created through new technology.
This is because the future of trading will not belong to people who use yesterday's approaches.
The future belongs to those who know how to build systems that will be able to adapt and survive in artificial intelligence-driven markets.
The future is here.
This is not yet another trading book based on tired strategies and theories long outdated. Instead, it delves deeply into the reality of how modern AI-based trading systems really work.
Inside this book, you will discover:
- How Generative AI is transforming quantitative research and market analysis
- Why most machine learning trading systems fail in live markets
- How reinforcement learning agents optimize execution and decision-making
- The hidden dangers of data leakage, model drift, and false alpha
- How causal inference separates meaningful signals from statistical noise
- The infrastructure behind low-latency AI trading systems
- How autonomous agents adapt to changing market conditions in real time
- Why modern trading is increasingly becoming an engineering problem rather than a prediction problem
- AI engineering,
- quantitative finance,
- distributed systems,
- causal reasoning,
- market microstructure,
- and autonomous intelligence
For engineers, traders, quants, AI developers, and anyone hungry for knowledge, this book offers an insightful glimpse at what the future of intelligent financial systems looks like and how it is already being created through new technology.
This is because the future of trading will not belong to people who use yesterday's approaches.
The future belongs to those who know how to build systems that will be able to adapt and survive in artificial intelligence-driven markets.
The future is here.
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