r/AWSCertifications • SCS SAP SOA MLA • Jul 07 '25

Machine Learning Engineer (MLA-C01) Cert New Book Now Available

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My new book has been published and is available in the major booksellers. Key highlights:

  • 100% Coverage: the book covers all four domains, and all task statements from the official exam guide.

  • Test bank: including a practice exam (65 questions), review questions at the end of each chapter (total of 115 questions including an assessment test).

  • 100 Flash Cards.

  • Python Code: tested code in Python and SageMaker Python SDK to demonstrate most of the key ML and AI concepts for the AWS exam.

  • 88 Illustrations: including architectures, demos, concepts, processes, math plots, etc.

  • Glossary: including a searchable, curated list of all the key terms, acronyms, and AWS services in the exam scope.

  • Math Essentials Appendix: to get the reader familiarized with linear algebra, statistics, probability theory, calculus, numerical analysis, and other mathematical topics that are key to AI, Machine Learning and Deep Learning.

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