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AWS Certified Machine Learning - Specialty (MLS-C01) Certification Guide

You're reading from   AWS Certified Machine Learning - Specialty (MLS-C01) Certification Guide The ultimate guide to passing the MLS-C01 exam on your first attempt

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Product type Paperback
Published in Feb 2024
Publisher Packt
ISBN-13 9781835082201
Length 342 pages
Edition 2nd Edition
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Authors (2):
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Somanath Nanda Somanath Nanda
Author Profile Icon Somanath Nanda
Somanath Nanda
Weslley Moura Weslley Moura
Author Profile Icon Weslley Moura
Weslley Moura
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Table of Contents (13) Chapters Close

Preface 1. Chapter 1: Machine Learning Fundamentals FREE CHAPTER 2. Chapter 2: AWS Services for Data Storage 3. Chapter 3: AWS Services for Data Migration and Processing 4. Chapter 4: Data Preparation and Transformation 5. Chapter 5: Data Understanding and Visualization 6. Chapter 6: Applying Machine Learning Algorithms 7. Chapter 7: Evaluating and Optimizing Models 8. Chapter 8: AWS Application Services for AI/ML 9. Chapter 9: Amazon SageMaker Modeling 10. Chapter 10: Model Deployment 11. Chapter 11: Accessing the Online Practice Resources 12. Other Books You May Enjoy

Amazon Forecast

Amazon Forecast is a powerful service that enables you to build highly accurate time-series forecasting models without the need for deep expertise in machine learning. Whether you are predicting sales, demand for inventory, or any time-dependent metric, Amazon Forecast simplifies the process, making it accessible to a broader audience.

Amazon Forecast is designed to tackle a variety of forecasting challenges, including:

  • Demand forecasting: Predict future demand for products or services based on historical data, helping optimize inventory and supply chain management.
  • Financial planning: Forecast financial metrics, such as revenue and expenses, aiding in budgeting and financial decision-making.
  • Resource planning: Efficiently plan resources like workforce scheduling based on predicted demand patterns.
  • Traffic and user engagement: Predict website or application traffic, enhancing resource allocation and user experience.

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