{"product_id":"the-automl-edge-israel-carlos-lomovasky-9798340424679","title":"The AutoML Edge: Creating High-Performance Trading Algorithms Without Coding: AutoML Democratizes Algorithmic Trading, Enabling Traders to Leverage th","description":"\u003cb\u003e\"The AutoML Edge: Creating High-Performance Trading Algorithms Without Coding\"\u003c\/b\u003e 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 \u003cb\u003eAutoML (Automated Machine Learning)\u003c\/b\u003e for creating trading algorithms without the need for deep technical knowledge or coding skills.\u003cbr\u003eBy 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. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eKey Content Highlights\u003c\/b\u003e\u003col\u003e\n\u003cli\u003e\n\u003cb\u003eIntroduction to AutoML in Trading\u003c\/b\u003e\u003cbr\u003eUnderstand how AutoML simplifies the trading model development process, including automatic data preprocessing, model selection, and hyperparameter tuning. Learn the basics of AutoML platforms like \u003cb\u003eH2O.ai\u003c\/b\u003e, \u003cb\u003eGoogle Cloud AutoML\u003c\/b\u003e, and \u003cb\u003eDataRobot\u003c\/b\u003e.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eDeveloping Trading Algorithms without Coding\u003c\/b\u003e\u003cbr\u003eLearn 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.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eTime-Series Forecasting and Market Prediction\u003c\/b\u003e\u003cbr\u003eDelve into the challenges of working with time-series data such as stock prices and learn how to leverage AutoML for precise market predictions.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eMulti-Asset Portfolio Management\u003c\/b\u003e\u003cbr\u003eExplore 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.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eRisk Management with AutoML\u003c\/b\u003e\u003cbr\u003eDiscover how to incorporate sophisticated risk metrics like Sharpe Ratio, Maximum Drawdown, and volatility-based stop-loss strategies directly into your AutoML models.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eScaling AutoML for High-Frequency Trading (HFT)\u003c\/b\u003e\u003cbr\u003eLearn how to deploy AutoML in high-frequency trading environments, optimizing for speed, scale, and execution efficiency across large datasets.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eReal-World Case Studies\u003c\/b\u003e\u003cbr\u003eStudy real-world examples of professional traders, hedge funds, and retail traders who have successfully implemented AutoML in their strategies, achieving consistent profits.\u003c\/li\u003e\n\u003c\/ol\u003e \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWho Should Read This Book?\u003c\/b\u003e\u003cbr\u003e\u003cb\u003eTarget Audience: \u003c\/b\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eRetail Traders: \u003c\/b\u003e Individuals looking to elevate their trading strategies by incorporating advanced AI tools without needing to learn complex coding.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eQuantitative Analysts \u0026amp; Financial Professionals: \u003c\/b\u003e Professionals seeking to streamline the model-building process using AutoML to reduce manual intervention and maximize trading efficiency.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eAlgorithmic Trading Enthusiasts: \u003c\/b\u003e Traders interested in automating trading strategies and incorporating cutting-edge technology into their processes.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eData Scientists \u0026amp; AI\/ML Enthusiasts: \u003c\/b\u003e Those curious about applying machine learning and automation to financial markets, with a specific focus on real-world trading applications.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eInvestors in Stocks, Bonds, Cryptocurrencies, and Multi-Asset Portfolios: \u003c\/b\u003e Investors aiming to diversify their portfolios and optimize risk-adjusted returns using the latest advances in AI.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Israel Carlos Lomovasky\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798340424679\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/26\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 238\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.71lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.50d","brand":"Israel Carlos Lomovasky","offers":[{"title":"Paperback","offer_id":46928007233791,"sku":"9798340424679","price":18.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_de0ef2f4-4bfe-4f29-83c7-96d289637953.jpg?v=1749373646","url":"https:\/\/www.whiterainbookhouse.com\/products\/the-automl-edge-israel-carlos-lomovasky-9798340424679","provider":"WR Book House","version":"1.0","type":"link"}