{"product_id":"machine-learning-engineering-9798231388882","title":"Machine Learning Engineering","description":"\u003cp\u003e • Author(s): Henry Codwell\u003cbr\u003e • Publisher: Martin Chavez\u003cbr\u003e • Publisher Imprint: Martin Chavez\u003cbr\u003e • BISAC: Data Science - Data Analytics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eTurn your machine learning knowledge into real-world solutions with this comprehensive, project-based guide designed for data scientists, software engineers, and AI practitioners looking to transition from experimentation to production.\u003c\/p\u003e\u003cp\u003eThis hands-on guide walks you through the development of \u003cstrong\u003e50 fully functional machine learning models\u003c\/strong\u003e, covering a wide range of industries and applications-including finance, healthcare, e-commerce, NLP, computer vision, recommendation systems, and time-series forecasting. Each project is engineered to mirror real-world workflows, with an emphasis on scalability, performance, and deployment.\u003c\/p\u003e\u003cp\u003eYou'll learn to integrate cutting-edge tools such as TensorFlow, Scikit-learn, FastAPI, Docker, Kubernetes, and MLflow into your pipelines, while mastering \u003cstrong\u003eMLOps practices\u003c\/strong\u003e that ensure reliability, reproducibility, and maintainability of models in production environments.\u003c\/p\u003e\u003cp\u003eKey features include: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eEnd-to-end development of 50 machine learning projects\u003c\/li\u003e\n\u003cli\u003eGuidance on production-ready model design, training, testing, and deployment\u003c\/li\u003e\n\u003cli\u003eStep-by-step implementation using Python, with clean, reusable code\u003c\/li\u003e\n\u003cli\u003eReal-world datasets and scalable architectures\u003c\/li\u003e\n\u003cli\u003eCoverage of key MLOps tools and CI\/CD automation strategies\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhether you're aiming to build your portfolio, advance your career, or deploy robust machine learning systems, this book gives you the practical skills and tools to succeed.\u003c\/p\u003e","brand":"Martin Chavez","offers":[{"title":"Paperback","offer_id":46863154446487,"sku":"9798231388882","price":1796.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798231388882.webp?v=1769969108","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-engineering-9798231388882","provider":"Atlantic Books","version":"1.0","type":"link"}