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Cabianca

AWS Certified Machine Learning Engineer Study Guide

Associate (MLA-C01) Exam

Medium: Buch
ISBN: 978-1-394-31995-4
Verlag: Wiley John + Sons
Erscheinungstermin: 23.06.2025
sofort versandfertig, Lieferfrist: 1-3 Werktage

Prepare for the AWS Machine Learning Engineer exam smarter and faster and get job-ready with this efficient and authoritative resource

In AWS Certified Machine Learning Engineer Study Guide: Associate (MLA-C01) Exam, veteran AWS Practice Director at Trace3—a leading IT consultancy offering AI, data, cloud and cybersecurity solutions for clients across industries—Dario Cabianca delivers a practical and up-to-date roadmap to preparing for the MLA-C01 exam. You'll learn the skills you need to succeed on the exam as well as those you need to hit the ground running at your first AI-related tech job.

You'll learn how to prepare data for machine learning models on Amazon Web Services, build, train, refine models, evaluate model performance, deploy and secure your machine learning applications against bad actors.

Inside the book:

- Complimentary access to the Sybex online test bank, which includes an assessment test, chapter review questions, practice exam, flashcards, and a searchable key term glossary
- Strategies for selecting and justifying an appropriate machine learning approach for specific business problems and identifying the most efficient AWS solutions for those problems
- Practical techniques you can implement immediately in an artificial intelligence and machine learning (AI/ML) development or data science role

Perfect for everyone preparing for the AWS Certified Machine Learning Engineer -- Associate exam, AWS Certified Machine Learning Engineer Study Guide is also an invaluable resource for those preparing for their first role in AI or data science, as well as junior-level practicing professionals seeking to review the fundamentals with a convenient desk reference.


Produkteigenschaften


  • Artikelnummer: 9781394319954
  • Medium: Buch
  • ISBN: 978-1-394-31995-4
  • Verlag: Wiley John + Sons
  • Erscheinungstermin: 23.06.2025
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2025
  • Serie: Sybex Study Guide
  • Produktform: Kartoniert
  • Gewicht: 804 g
  • Seiten: 448
  • Format (B x H x T): 185 x 230 x 24 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Acknowledgments ixAbout the Author xiAbout the Technical Editor xiiiIntroduction xvThe AWS Certified Machine Learning Engineer - Associate Exam xvWho Should Buy This Book xviiiStudy Guide Features xviiiAWS Certified Machine Learning Engineer Exam Objectives xixAssessment Test xxviiAnswers to Assessment Test xxxii Chapter 1 Introduction to Machine Learning 1 Chapter 2 Data Ingestion and Storage 27 Chapter 3 Data Transformation and Feature Engineering 61 Chapter 4 Model Selection 105 Chapter 5 Model Training and Evaluation 185 Chapter 6 Model Deployment and Orchestration 237 Chapter 7 Model Monitoring and Cost Optimization 297 Chapter 8 Model Security 331 Appendix A Answers to the Review Questions 355Appendix B Mathematics Essentials 373 Index 391