£42.37

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£42 today · all-time low £42 (Aug 2026) · usually the usual

Manning Machine Learning System Design - End-To-End Guide

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£47.94 £41.37 £42.81 £44.24 £45.67 £47.10 £48.54 01 August 2026 06 August 2026 11 August 2026 16 August 2026 22 August 2026
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Description

Master the complexities of building reliable machine learning systems with this comprehensive guide from Manning Publications. This book provides a complete overview of machine learning system design, moving from the big picture down to essential technical details. You will learn how to analyze problem spaces to identify the most effective ML solutions and prepare for machine learning system design interviews. The guide covers practical applications including selecting appropriate metrics, evaluation criteria, and task prioritization across different stages of the design process. It also addresses critical data-related challenges such as data gathering, error analysis, and feature engineering. By following these end-to-end examples, you can learn to recognize common pitfalls and build highly effective, dependable systems.

Key Features

Learn the big picture of machine learning system design through comprehensive end-to-end examples.

Analyze specific problem spaces to identify and implement the most optimal ML solutions.

Prepare for professional success with guidance on ace machine learning system design interviews.

Master data management by solving problems related to data gathering, error analysis, and feature engineering.

Develop skills in selecting appropriate metrics and evaluation criteria for your ML systems.

Gain expertise in prioritizing tasks at different stages of the machine learning system design process.

Product Specifications

Brand
Manning
Format
paperback
Domain
Amazon UK
Release Date
27 February 2025
Listed Since
14 May 2024

Barcode

No barcode data available

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