{"product_id":"designing-machine-learning-systems-by-chip-huyen","title":"Designing Machine Learning Systems By Chip Huyen","description":"\u003cblockquote\u003e\n\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\n\u003ch2 style=\"text-align: left;\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eBest Seller: READ IT \u003cbr\u003ePaper quality: 70 gsm off white (Excellent)\u003cbr\u003eCover quality: 260 gsm card.\u003c\/span\u003e\u003c\/h2\u003e\n\u003ch2 style=\"text-align: left;\"\u003e\n\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eSize: B5 (7.5x\u003cspan\u003e10\u003c\/span\u003e) \u003c\/span\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003c\/span\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003e\u003c\/span\u003e\n\u003c\/h2\u003e\n\u003ch2 style=\"text-align: left;\"\u003e\u003cspan style=\"color: rgb(0, 0, 0);\"\u003eDigitally printed, with excellent print and paper quality.\u003cbr\u003eSample Pictures Available in 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class=\"DetailsLayoutRightParagraph\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph__widthConstrained\"\u003e\n\u003cdiv class=\"BookPageMetadataSection__description\" data-testid=\"description\"\u003e\n\u003cdiv class=\"TruncatedContent\" tabindex=\"-1\"\u003e\n\u003cdiv data-testid=\"contentContainer\" class=\"TruncatedContent__text TruncatedContent__text--large\" tabindex=\"-1\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph\"\u003e\n\u003cdiv data-testid=\"description\" class=\"BookPageMetadataSection__description\"\u003e\n\u003cdiv class=\"TruncatedContent\" tabindex=\"-1\"\u003e\n\u003cdiv class=\"TruncatedContent__text TruncatedContent__text--large TruncatedContent__text--expanded\" data-testid=\"contentContainer\" tabindex=\"-1\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph__widthConstrained\"\u003e\n\u003cdiv class=\"BookPageMetadataSection__description\" data-testid=\"description\"\u003e\n\u003cdiv class=\"TruncatedContent\" tabindex=\"-1\"\u003e\n\u003cdiv data-testid=\"contentContainer\" class=\"TruncatedContent__text TruncatedContent__text--large TruncatedContent__text--expanded\" tabindex=\"-1\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph__widthConstrained\"\u003e\n\u003cdiv class=\"BookPageMetadataSection__description\" data-testid=\"description\"\u003e\n\u003cdiv class=\"TruncatedContent\" tabindex=\"-1\"\u003e\n\u003cdiv data-testid=\"contentContainer\" class=\"TruncatedContent__text TruncatedContent__text--large TruncatedContent__text--expanded\" tabindex=\"-1\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph__widthConstrained\"\u003e\n\u003cdiv data-testid=\"description\" class=\"BookPageMetadataSection__description\"\u003e\n\u003cdiv class=\"TruncatedContent\" tabindex=\"-1\"\u003e\n\u003cdiv class=\"TruncatedContent__text TruncatedContent__text--large TruncatedContent__text--expanded\" data-testid=\"contentContainer\" tabindex=\"-1\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph\"\u003e\n\u003cdiv class=\"DetailsLayoutRightParagraph__widthConstrained\"\u003e\n\u003ch2 class=\"DetailsLayoutRightParagraph__widthConstrained\"\u003e\u003cem\u003e\u003cstrong\u003e\"Explore stories that inspire, educate, and entertain—one book at a time.\u003c\/strong\u003e\u003cstrong\u003e\"\u003c\/strong\u003e\u003c\/em\u003e\u003c\/h2\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003ch3\u003e\u003cem\u003e\u003cstrong\u003eBook Synopsis:\u003c\/strong\u003e\u003c\/em\u003e\u003c\/h3\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp data-start=\"294\" data-end=\"773\"\u003e\u003cstrong data-start=\"294\" data-end=\"346\"\u003eDesigning Machine Learning Systems By Chip Huyen\u003c\/strong\u003e is a practical and comprehensive guide for data scientists, machine learning engineers, and software developers who want to build production-ready machine learning systems. This book focuses on the full lifecycle of ML systems, including design, deployment, scaling, and monitoring. \u003cstrong data-start=\"630\" data-end=\"682\"\u003eDesigning Machine Learning Systems By Chip Huyen\u003c\/strong\u003e bridges the gap between theoretical machine learning knowledge and real-world application.\u003c\/p\u003e\n\u003cp data-start=\"775\" data-end=\"1204\"\u003eAt the core of \u003cstrong data-start=\"790\" data-end=\"842\"\u003eDesigning Machine Learning Systems By Chip Huyen\u003c\/strong\u003e is a detailed discussion of how to structure and manage machine learning projects effectively. The book explains the best practices for data collection, feature engineering, model training, evaluation, and versioning. By following \u003cstrong data-start=\"1074\" data-end=\"1126\"\u003eDesigning Machine Learning Systems By Chip Huyen\u003c\/strong\u003e, readers learn how to design robust ML systems that deliver reliable results.\u003c\/p\u003e\n\u003cp data-start=\"1206\" data-end=\"1641\"\u003e\u003cstrong data-start=\"1206\" data-end=\"1258\"\u003eDesigning Machine Learning Systems By Chip Huyen\u003c\/strong\u003e also explores advanced topics such as system architecture, workflow orchestration, model serving, monitoring, and scaling. The author provides practical examples using popular frameworks and tools, helping readers implement ML systems efficiently. With real-world case studies, \u003cstrong data-start=\"1537\" data-end=\"1589\"\u003eDesigning Machine Learning Systems By Chip Huyen\u003c\/strong\u003e shows how to overcome common production challenges.\u003c\/p\u003e\n\u003cp data-start=\"1643\" data-end=\"2086\"\u003eOne of the key strengths of \u003cstrong data-start=\"1671\" data-end=\"1723\"\u003eDesigning Machine Learning Systems By Chip Huyen\u003c\/strong\u003e is its focus on collaboration between data science, engineering, and product teams. The book emphasizes how cross-functional teams can work together to build ML systems that are maintainable, scalable, and aligned with business goals. \u003cstrong data-start=\"1959\" data-end=\"2011\"\u003eDesigning Machine Learning Systems By Chip Huyen\u003c\/strong\u003e provides actionable guidance for streamlining communication and workflows.\u003c\/p\u003e\n\u003cp data-start=\"2088\" data-end=\"2490\"\u003e\u003cstrong data-start=\"2088\" data-end=\"2140\"\u003eDesigning Machine Learning Systems By Chip Huyen\u003c\/strong\u003e also addresses monitoring, logging, and continuous improvement of ML models in production. It explains how to detect data drift, retrain models, and ensure model reliability over time. This makes \u003cstrong data-start=\"2337\" data-end=\"2389\"\u003eDesigning Machine Learning Systems By Chip Huyen\u003c\/strong\u003e an essential resource for anyone responsible for deploying and maintaining machine learning systems.\u003c\/p\u003e\n\u003cp data-start=\"2492\" data-end=\"2908\"\u003eFor developers, AI engineers, and data professionals in Pakistan and worldwide, \u003cstrong data-start=\"2572\" data-end=\"2624\"\u003eDesigning Machine Learning Systems By Chip Huyen\u003c\/strong\u003e is a must-have resource. Whether you are building your first ML-powered application or optimizing existing systems, \u003cstrong data-start=\"2741\" data-end=\"2793\"\u003eDesigning Machine Learning Systems By Chip Huyen\u003c\/strong\u003e provides practical, step-by-step guidance to succeed in designing effective and scalable machine learning systems.\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e","brand":"READ IT","offers":[{"title":"Default Title","offer_id":51522840494392,"sku":null,"price":1680.0,"currency_code":"PKR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0956\/9894\/4312\/files\/81X2qf59UVL._UF1000_1000_QL80.jpg?v=1766270902","url":"https:\/\/read-it.pk\/products\/designing-machine-learning-systems-by-chip-huyen","provider":"READ IT","version":"1.0","type":"link"}