Build a Machine Learning Platform (From Scratch)

Benjamin Hao

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Language: English

Published by Manning Publications Apr 2026, 2026

1633437337 / 9781633437333

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Seller: Books-by-Floh, Paderborn, GermanyBooks-by-Floh

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Neuware -Machine learning models look great in not Elektronisches Buch, then collapse in production. Ready to build an ML platform that actually delivers Here's a step-by-step, project-driven guide to building an MLOps-ready platform from scratch. Inside you'll find: Step-by-step ML pipeline assembly: A true 'from-scratch' playbook that assembles an end-to-end MLOps stack. Deploy machine learning models to production: Combine Kubeflow, MLflow, BentoML, Feast, and Evidently without vendor lock-in. Build end-to-end data pipelines: Move seamlessly from raw data to monitored, live predictions. Robust deployment patterns: Serve fast, scalable models that stay responsive under real traffic. Effective monitoring and explainability: Detect drift early and keep stakeholders confident. Build a Machine Learning Platform (From Scratch) by Benjamin Tan Wei Hao, Shanoop Padmanabhan, and Varun Mallya delivers a practical field guide in print and Elektronisches Buch formats. Three veteran engineers lead you through every layer of modern MLOps. The chapters construct two reference systems, an image classifier and a recommendation engine, while teaching orchestration, training, serving, and monitoring techniques. The actionable items for each concept include sample code, architecture diagrams, and checklists. By the end of this book, you will end up with a reusable blueprint that slashes deployment time, reduces firefighting, and thrives with team growth. You will start shipping platforms that thrive. Ideal for Python-savvy data scientists and software engineers eager to master production-quality machine learning. 504 pp. Englisch.…

Seller Inventory # 9781633437333

Title
Build a Machine Learning Platform (From Scratch)
Author
Benjamin Hao
Publisher
Manning Publications Apr 2026
Publication year
2026
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1633437337
ISBN 13
9781633437333
Item weight
691 grams
Dimensions
235x192x40 mm

Books-by-Floh

Paderborn, Germany

5-star seller

AbeBooks seller since March 13, 2026

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