Mastering Artificial Intelligence & Machine Learning System Design (Paperback)

Idioma: inglés

Editorial: Independently Published, 2025

9798281420389

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Librería: CitiRetail, Stevenage, Reino UnidoCitiRetail

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Vendedor de IberLibro desde 29 de junio de 2022

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Paperback. This book is a comprehensive and practical guide designed specifically for Artificial Intelligence (AI) and Machine Learning (ML) professionals preparing for system design interviews. Whether you are targeting companies like Google, Amazon, Microsoft, Meta, or rapidly growing startups, this book explains what interviewers truly look for and how to deliver a compelling, structured response.Combining industry insider insights, a 20 step problem solving framework, visual walkthroughs, and 15 deep dive chapters, this book empowers you with both theory and practical system architecture thinking across real world AI and ML use cases.Who Is This Book For?AI and ML engineers preparing for technical interviewsData scientists and applied researchers aiming to grow into system rolesSoftware engineers transitioning into ML or AI focused positionsTech leads and architects seeking to master AI system design patternsStudents and professionals building portfolios or preparing for job interviewsWhat You Will LearnA 20 step repeatable framework to solve any ML system design questionHow to approach open ended problems with clarity and structureArchitecture blueprints of systems used in companies like Google, Netflix, and AmazonMore than 20 real ML system interview case studies with full solutionsIndustry wise breakdown of how AI and ML systems work in healthcare, finance, retail, logistics, and moreHow to whiteboard and communicate ideas effectively in interviewsTools, templates, and mock interview strategies for real preparationStep by Step Benefits of Studying This BookStep 1 Build Strong Foundations in AI and ML System ThinkingYou will start with the core components of any ML system, including data pipelines, feature stores, model training, and deployment.Benefit: Helps you develop a solid mental model of how real systems operate in production environments.Step 2 Master the 20 Step ML System Design FrameworkYou will learn a structured framework that interviewers prefer, including steps such as clarifying goals, identifying trade offs, defining metrics, and optimizing for scale.Benefit: Removes ambiguity and builds confidence to tackle any system design question.Step 3 Learn How to Architect AI and ML Systems VisuallyEvery chapter includes visual blueprints, flow diagrams, and architecture maps to help you visualize concepts easily.Benefit: Improves your ability to explain designs clearly during interviews.Step 4 Solve Real Interview Problems from Top CompaniesYou will work through 20 real interview questions such as fraud detection, recommendation systems, and chatbots with complete breakdowns.Benefit: Prepares you for the exact type of questions asked in AI and ML system design rounds.Step 5 Understand Domain Specific System DesignLearn how AI and ML systems are applied in more than 10 industries including healthcare, fintech, media, education, and more.Benefit: Helps you tailor solutions to the industry you are applying for and communicate using domain specific language.Step 6 Build Portfolio Ready Project TemplatesBy applying the concepts from this book, you can design portfolio level system architectures and real world case studies.Benefit: Strengthens your LinkedIn profile, GitHub projects, and interview storytelling. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…

N° de ref. del artículo 9798281420389

Título
Mastering Artificial Intelligence & Machine Learning System Design (Paperback)
Autor
Anshuman Mishra
Editorial
Independently Published
Año de publicación
2025
Estado
new
Encuadernación
Paperback
Idioma
inglés
ISBN 13
9798281420389

CitiRetail

Stevenage, Reino Unido

Vendedor de 5 estrellas

Vendedor de IberLibro desde 29 de junio de 2022

Tarifas de envío de Reino Unido a Estados Unidos de America

ArtículoDe 7 a 14 días hábilesDe 7 a 60 días hábiles
Primer artículoEUR 44,19EUR 44,19
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