Master the AWS Certified AI Practitioner (AIF-C01)

Your complete 4-day roadmap to clear AIF-C01 with confidence. Learn fundamentals, service selection, responsible AI, and exam traps with a structure built for beginners.

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Your 4-Day Certification Path

Structured study built around the real exam domains and decision patterns.

Day 1

ML foundations + AWS core services.

  • ML types, problem types, and pipeline
  • Metrics, bias-variance, over/underfitting
  • CNN, RNN, Transformer basics
  • SageMaker and pre-built AI service map
Open Day 1

Day 2

Deep understanding + exam decision fluency.

  • Data, labeling, class imbalance, augmentation
  • Parameters vs hyperparameters
  • Evaluation and deployment type decisions
  • SageMaker feature and service selection traps
Open Day 2

Day 3

Responsible AI, security, governance, and cost.

  • Fairness, explainability, model cards
  • Prompt injection and model threats
  • IAM, SCP, CloudTrail, Config, PrivateLink
  • Bedrock and SageMaker cost controls
Open Day 3

Day 4

Final revision and exam execution.

  • High-yield rapid revision maps
  • Last-mile trap eliminators
  • Mock-style decision drills
  • Final exam-day checklist
Open Day 4