AWS Certified Machine Leaing – Specialty (MLS-C01) Certification Guide – Second Edition: The ultimate guide to passing the MLS-C01 exam on your first attempt

by: Somanath Nanda (Author),Weslley Moura(Author)

Publisher: Packt Publishing
Edition: 2nd ed.

Publication Date: February 29, 2024

Language: English

Print Length: 342 pages

ISBN-10: 1835082203

ISBN-13: 9781835082201

Book Description

Prepare confidently for the AWS MLS-C01 certification with this comprehensive and up-to-date exam guide, accompanied by web-based tools such as mock exams, flashcards, and exam tipsKey Features: Gain proficiency in AWS machine leaing services to excel in the MLS-C01 examBuild model training and inference pipelines and deploy machine leaing models to the AWS cloudPractice on the go with the mobile-friendly bonus website, accessible with the bookPurchase of the print or Kindle book includes a free PDF eBookBook Description: The AWS Certified Machine Leaing Specialty (MLS-C01) exam evaluates your ability to execute machine leaing tasks on AWS infrastructure. This comprehensive book aligns with the latest exam syllabus, offering practical examples to support your real-world machine leaing projects on AWS. Additionally, you’ll get lifetime access to supplementary online resources, including mock exams with exam-like timers, detailed solutions, interactive flashcards, and invaluable exam tips, all accessible across various devices-PCs, tablets, and smartphones.Throughout the book, you’ll lea data preparation techniques for machine leaing, covering diverse methods for data manipulation and transformation across different variable types. Addressing challenges such as missing data and outliers, the book guides you through an array of machine leaing tasks including classification, regression, clustering, forecasting, anomaly detection, text mining, and image processing, accompanied by requisite machine leaing algorithms essential for exam success. The book helps you master the deployment of models in production environments and their subsequent monitoring.Equipped with insights from this book and the accompanying mock exams, you’ll be fully prepared to achieve the AWS MLS-C01 certification.What You Will Lea: Identify ML frameworks for specific tasksApply CRISP-DM to build ML pipelinesCombine AWS services to build AI/ML solutionsApply various techniques to transform your data, such as one-hot encoding, binary encoder, ordinal encoding, binning, and text transformationsVisualize relationships, comparisons, compositions, and distributions in the dataUse data preparation techniques and AWS services for batch and real-time data processingCreate training and inference ML pipelines with Sage MakerDeploy ML models in a production environment efficientlyWho this book is for: This book is designed for both students and professionals preparing for the AWS Certified Machine Leaing Specialty exam or enhance their understanding of machine leaing, with a specific emphasis on AWS. Familiarity with machine leaing basics and AWS services is recommended to fully benefit from this book.
Prepare confidently for the AWS MLS-C01 certification with this comprehensive and up-to-date exam guide, accompanied by web-based tools such as mock exams, flashcards, and exam tipsKey Features: Gain proficiency in AWS machine leaing services to excel in the MLS-C01 examBuild model training and inference pipelines and deploy machine leaing models to the AWS cloudPractice on the go with the mobile-friendly bonus website, accessible with the bookPurchase of the print or Kindle book includes a free PDF eBookBook Description: The AWS Certified Machine Leaing Specialty (MLS-C01) exam evaluates your ability to execute machine leaing tasks on AWS infrastructure. This comprehensive book aligns with the latest exam syllabus, offering practical examples to support your real-world machine leaing projects on AWS. Additionally, you’ll get lifetime access to supplementary online resources, including mock exams with exam-like timers, detailed solutions, interactive flashcards, and invaluable exam tips, all accessible across various devices-PCs, tablets, and smartphones.Throughout the book, you’ll lea data preparation techniques for machine leaing, covering diverse methods for data manipulation and transformation across different variable types. Addressing challenges such as missing data and outliers, the book guides you through an array of machine leaing tasks including classification, regression, clustering, forecasting, anomaly detection, text mining, and image processing, accompanied by requisite machine leaing algorithms essential for exam success. The book helps you master the deployment of models in production environments and their subsequent monitoring.Equipped with insights from this book and the accompanying mock exams, you’ll be fully prepared to achieve the AWS MLS-C01 certification.What You Will Lea: Identify ML frameworks for specific tasksApply CRISP-DM to build ML pipelinesCombine AWS services to build AI/ML solutionsApply various techniques to transform your data, such as one-hot encoding, binary encoder, ordinal encoding, binning, and text transformationsVisualize relationships, comparisons, compositions, and distributions in the dataUse data preparation techniques and AWS services for batch and real-time data processingCreate training and inference ML pipelines with Sage MakerDeploy ML models in a production environment efficientlyWho this book is for: This book is designed for both students and professionals preparing for the AWS Certified Machine Leaing Specialty exam or enhance their understanding of machine leaing, with a specific emphasis on AWS. Familiarity with machine leaing basics and AWS services is recommended to fully benefit from this book.