The AutoML Edge (Paperback)

Langue : anglais

Edité par Independently Published, 2024

9798340424679

Série : Livre 2 sur 3 - Artificial Intelligence Without Coding

Vendeur : CitiRetail, Stevenage, Royaume-UniCitiRetail

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Vendeur AbeBooks depuis 29 juin 2022

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Paperback. "The AutoML Edge: Creating High-Performance Trading Algorithms Without Coding" is a groundbreaking guide designed to demystify the world of algorithmic trading, making it accessible to readers of all backgrounds-whether you're a beginner, an intermediate trader, or an advanced market participant. This book offers a step-by-step approach to mastering AutoML (Automated Machine Learning) for creating trading algorithms without the need for deep technical knowledge or coding skills.By integrating real-world case studies, practical examples, and cutting-edge AutoML techniques, this book shows how traders can harness the power of automation and artificial intelligence to build, optimize, and scale sophisticated trading models that adapt to different market conditions and asset classes. Whether you're dealing with stocks, bonds, cryptocurrencies, or multi-asset portfolios, "The AutoML Edge" provides the tools and strategies to succeed. Key Content HighlightsIntroduction to AutoML in TradingUnderstand how AutoML simplifies the trading model development process, including automatic data preprocessing, model selection, and hyperparameter tuning. Learn the basics of AutoML platforms like H2O.ai, Google Cloud AutoML, and DataRobot.Developing Trading Algorithms without CodingLearn how to create high-performance trading models without needing to write complex code. AutoML automates the technical side, enabling you to focus on strategy and performance.Time-Series Forecasting and Market PredictionDelve into the challenges of working with time-series data such as stock prices and learn how to leverage AutoML for precise market predictions.Multi-Asset Portfolio ManagementExplore how to build, optimize, and manage multi-asset portfolios using AutoML. Get insights into asset diversification, risk management, and portfolio optimization strategies across stocks, bonds, and cryptocurrencies.Risk Management with AutoMLDiscover how to incorporate sophisticated risk metrics like Sharpe Ratio, Maximum Drawdown, and volatility-based stop-loss strategies directly into your AutoML models.Scaling AutoML for High-Frequency Trading (HFT)Learn how to deploy AutoML in high-frequency trading environments, optimizing for speed, scale, and execution efficiency across large datasets.Real-World Case StudiesStudy real-world examples of professional traders, hedge funds, and retail traders who have successfully implemented AutoML in their strategies, achieving consistent profits. Who Should Read This Book?Target Audience: Retail Traders: Individuals looking to elevate their trading strategies by incorporating advanced AI tools without needing to learn complex coding.Quantitative Analysts & Financial Professionals: Professionals seeking to streamline the model-building process using AutoML to reduce manual intervention and maximize trading efficiency.Algorithmic Trading Enthusiasts: Traders interested in automating trading strategies and incorporating cutting-edge technology into their processes.Data Scientists & AI/ML Enthusiasts: Those curious about applying machine learning and automation to financial markets, with a specific focus on real-world trading applications.Investors in Stocks, Bonds, Cryptocurrencies, and Multi-Asset Portfolios: Investors aiming to diversify their portfolios and optimize risk-adjusted returns using the latest advances in AI. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…

N° de réf. du vendeur 9798340424679

Titre
The AutoML Edge (Paperback)
Auteur
Dr Israel Carlos Lomovasky
Éditeur
Independently Published
Année de publication
2024
État de l'article
new
Reliure
Paperback
Langue
anglais
ISBN à 13 chiffres
9798340424679
Série
Livre 2 sur 3: Artificial Intelligence Without Coding

CitiRetail

Stevenage, Royaume-Uni

Vendeur avec une évaluation de 5 étoiles

Vendeur AbeBooks depuis 29 juin 2022

Frais d'expédition de Royaume-Uni vers Etats-Unis

Article7 à 14 jours ouvrés7 à 60 jours ouvrés
Premier articleEUR 44,32EUR 44,32
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