AWS Certified Machine Learning Study Guide

Index

A

• A/B testing
  • about, 190–191
  • performance efficiency and, 254
• A/B Testing Deployment, 41–42
• access controls, fine-grained, 225
• AccessDenied error, 55
• AdaBoost, 137
• AI services
  • deployment for, 182–184
  • metrics in, 173–174
• AI/ML stack
  • about, 4, 43, 272, 285
  • exam essentials, 43, 285
  • new Amazon SageMaker features, 279–285
  • new features of AI services, 275–278
  • new services of AI services, 272–275
  • review question answers, 286–287
  • review questions, 44–48
• Airflow, 213
• algorithms
  • Amazon Forecast, 29–30
  • custom, 140–141
  • machine learning, 128–147
• Amazon Athena, 107
• Amazon Augmented AI (A2I), 34–35
• Amazon Braket, 277–278
• Amazon CloudWatch
  • about, 155, 214
  • Amazon CloudWatch Synthetics, 190
  • logs in, 233
  • monitoring with, 226, 244–245,