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AWS Certified Machine Learning Specialty: MLS-C01 Certification Guide. The definitive guide to passing the MLS-C01 exam on the very first attempt

AWS Certified Machine Learning Specialty: MLS-C01 Certification Guide. The definitive guide to passing the MLS-C01 exam on the very first attempt

Somanath Nanda, Weslley Moura

E-book
The AWS Certified Machine Learning Specialty exam tests your competency to perform machine learning (ML) on AWS infrastructure. This book covers the entire exam syllabus using practical examples to help you with your real-world machine learning projects on AWS.
Starting with an introduction to machine learning on AWS, you'll learn the fundamentals of machine learning and explore important AWS services for artificial intelligence (AI). You'll then see how to prepare data for machine learning and discover a wide variety of techniques for data manipulation and transformation for different types of variables. The book also shows you how to handle missing data and outliers and takes you through various machine learning tasks such as classification, regression, clustering, forecasting, anomaly detection, text mining, and image processing, along with the specific ML algorithms you need to know to pass the exam. Finally, you'll explore model evaluation, optimization, and deployment and get to grips with deploying models in a production environment and monitoring them.
By the end of this book, you'll have gained knowledge of the key challenges in machine learning and the solutions that AWS has released for each of them, along with the tools, methods, and techniques commonly used in each domain of AWS ML.
  • 1. Machine Learning Fundamentals
  • 2. AWS Application Services for AI/ML
  • 3. Data preparation and transformation
  • 4. Data understanding and visualization
  • 5. AWS services for data storing
  • 6. AWS Services for data migration and processing
  • 7. Machine Learning Algorithms
  • 8. Model evaluation and optimization
  • 9. SageMaker modeling
  • Titel: AWS Certified Machine Learning Specialty: MLS-C01 Certification Guide. The definitive guide to passing the MLS-C01 exam on the very first attempt
  • Autor: Somanath Nanda, Weslley Moura
  • Originaler Titel: AWS Certified Machine Learning Specialty: MLS-C01 Certification Guide. The definitive guide to passing the MLS-C01 exam on the very first attempt
  • ISBN: 9781800568433, 9781800568433
  • Veröffentlichungsdatum: 2021-03-19
  • Format: E-book
  • Artikelkennung: e_2a3i
  • Verleger: Packt Publishing