| 000 | 02702nam a22002297a 4500 | ||
|---|---|---|---|
| 005 | 20250119114344.0 | ||
| 008 | 250119b |||||||| |||| 00| 0 eng d | ||
| 020 | _a9781119661177 | ||
| 082 |
_a332.64 _bLEA |
||
| 100 |
_aLeahy, Eoghan _920764 |
||
| 245 |
_aAI-powered bitcoin trading: _bdeveloping an investment strategy with artificial intelligence |
||
| 260 |
_bWiley & Sons, Inc. _aNew Jersey _c2024 |
||
| 300 | _av, 168 p. | ||
| 365 |
_aUSD _b49.95 |
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| 500 | _aTable of content: Chapter 1 The Block of Genesis 1 Chapter 2 How Bitcoin Works 15 Chapter 3 Valuing Bitcoin 35 Chapter 4 Price Analysis for Prediction 53 Chapter 5 Artificial Intelligence for Price Prediction 65 Chapter 6 Traditional Trading Methods 71 Chapter 7 Advanced Trading Techniques 79 Chapter 8 Automating Signals and Strategies 89 Chapter 9 Backtesting and Optimization 105 Chapter 10 The Evolution of Artificial Intelligence 119 Chapter 11 Case Study: Bitcoin AlphaBot 135 Chapter 12 Digital Asset Market Outlook 145 References 155 Author Bio 161 Index 163 [https://www.wiley.com/en-us/AI-Powered+Bitcoin+Trading%3A+Developing+an+Investment+Strategy+with+Artificial+Intelligence-p-9781119661177#tableofcontents-section] | ||
| 520 | _aSurvive and thrive amongst the professional traders using sophisticated cryptocurrency analysis and trading techniques The purpose of this book is to provide a concise yet comprehensive background of some effective methods for analyzing markets and creating fully automated AI-optimized trading systems. The book outlines some easy-to-replicate yet highly effective quant trading techniques that can be used for analyzing asset prices and then apply them to Bitcoin prices, showing how to generate actionable insights from data that can be used to create fully automated trading signals and systems. Big data analytics can be enhanced with artificial intelligence techniques. Back testing and optimization methods are presented with a special emphasis placed on the use of distributed genetic algorithms for parameter optimization. Finally, a case study of a fully automated trend-following trading strategy that leverages artificial intelligence is presented. Bitcoin AlphaBot™ combines human insight with AI-driven optimization to build profit table trend trading strategies. (https://www.wiley.com/en-us/AI-Powered+Bitcoin+Trading%3A+Developing+an+Investment+Strategy+with+Artificial+Intelligence-p-9781119661177) | ||
| 650 |
_aArtificial intelligence--Financial applications _920131 |
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| 650 |
_aInvestments --Technological innovations _97555 |
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| 650 | _aBitcoin | ||
| 650 | _aCryptocurrencies | ||
| 942 |
_cBK _2ddc |
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| 999 |
_c8182 _d8182 |
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