{"product_id":"designing-machine-learning-systems-chip-huyen","title":"Designing Machine Learning Systems: An Iterative Process for  Production-Ready Applications – 1st Edition by Chip Huyen","description":"\u003cp\u003eDesigning Machine Learning Systems: An Iterative Process \u003cbr\u003efor Production-Ready Applications – 1st Edition\u003cbr\u003eBy Chip Huyen | O'Reilly Media | 2022\u003c\/p\u003e\n\u003cp\u003eAmazon #1 Bestseller in Artificial Intelligence.\u003cbr\u003eTranslated into 10+ languages worldwide.\u003c\/p\u003e\n\u003cp\u003eMachine learning systems are both complex and unique. \u003cbr\u003eIn this book, you will learn a holistic approach to \u003cbr\u003edesigning ML systems that are reliable, scalable, \u003cbr\u003emaintainable, and adaptive to changing environments \u003cbr\u003eand business requirements.\u003c\/p\u003e\n\u003cp\u003eWritten by Chip Huyen — Stanford ML instructor, \u003cbr\u003eand former ML engineer at NVIDIA, Netflix \u003cbr\u003eand Snorkel AI.\u003c\/p\u003e\n\u003cp\u003eWhat You Will Learn:\u003cbr\u003e- How to design end-to-end production ML systems\u003cbr\u003e- How to process and create effective training data\u003cbr\u003e- Feature engineering, model selection and retraining\u003cbr\u003e- Batch processing vs stream processing\u003cbr\u003e- Building ML pipelines for real-world deployment\u003cbr\u003e- Developing monitoring systems for production models\u003c\/p\u003e\n\u003cp\u003ePerfect For:\u003cbr\u003e- ML engineers and data scientists\u003cbr\u003e- Data engineers and ML platform engineers\u003cbr\u003e- Engineering managers and AI professionals\u003cbr\u003e- Anyone building ML systems at scale\u003c\/p\u003e","brand":"Bookbeen","offers":[{"title":"Paperback","offer_id":52436060340533,"sku":null,"price":849.0,"currency_code":"PKR","in_stock":true},{"title":"B5","offer_id":52436060373301,"sku":null,"price":1249.0,"currency_code":"PKR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0972\/1731\/5125\/files\/Bookbeen_11_03216cc1-0732-47b1-b064-d56f1c29fd8c.png?v=1773419575","url":"https:\/\/bookbeen.com\/products\/designing-machine-learning-systems-chip-huyen","provider":"Bookbeen","version":"1.0","type":"link"}