AWS Certified Machine Learning Engineer Study Guide
eBook - PDF

AWS Certified Machine Learning Engineer Study Guide

Associate (MLA-C01) Exam

  1. 451 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

AWS Certified Machine Learning Engineer Study Guide

Associate (MLA-C01) Exam

About this book

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.

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Yes, you can access AWS Certified Machine Learning Engineer Study Guide by Dario Cabianca in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Half Title Page
  3. Title Page
  4. Copyright
  5. Contents at a Glance
  6. Contents
  7. Acknowledgments
  8. About the Author
  9. About the Technical Editor
  10. Introduction
  11. Assessment Test
  12. Answers to Assessment Test
  13. Chapter 1: Introduction to Machine Learning
  14. Chapter 2: Data Ingestion and Storage
  15. Chapter 3: Data Transformation and Feature Engineering
  16. Chapter 4: Model Selection
  17. Chapter 5: Model Training and Evaluation
  18. Chapter 6: Model Deployment and Orchestration
  19. Chapter 7: Model Monitoring and Cost Optimization
  20. Chapter 8: Model Security
  21. Appendix A: Answers to the Review Questions
  22. Appendix B: Mathematics Essentials
  23. Index
  24. EULA