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Senior Machine Learning Mental Models

Name: Senior Machine Learning Mental Models
Brand: tredition
SKU: 50454239
Price: 19.17 EUR
Availability: InStock
Author: Abdelfattah Ragab
ISBN: 9783384802163

How Experienced Engineers Think, Make Tradeoffs, and Design Real-World ML Systems

Abdelfattah Ragab

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 50454239

Nakladateľstvo tredition, január 2026

This book explores how senior machine learning engineers think, make decisions, and design real-worl... Celý popis

Libristo kód: 50454239

46 b

19.17 €

Skladom u dodávateľa Odosielame za 9-15 dní

30 dní na vrátenie tovaru

This book explores how senior machine learning engineers think, make decisions, and design real-world ML systems beyond models and algorithms. It focuses on mental models, tradeoffs, and failure modes that only appear in production, such as data drift, feedback loops, system reliability, monitoring, and ethical responsibility. Rather than teaching how to train models, the book explains how to frame problems correctly, evaluate impact, manage risk, and decide when machine learning should-or should not-be used. It is a practical guide to judgment, system thinking, and responsibility in modern machine learning engineering.