AWS Certified AI Practitioner (AIF-C01) Complete Course

Comprehensive preparation for the AWS Certified AI Practitioner (AIF-C01) exam covering AI/ML foundations, generative AI on AWS, building and operating solutions with Amazon Bedrock and SageMaker, security, cost optimization, and responsible AI, with architecture diagrams, real case studies, and exam-style practice questions.

Intermediate12 Weeks16 LessonsNuniversity
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Course Content

  1. 01AIF-C01 Exam Guide and AI/ML Fundamentals
  2. 02End-to-End ML Lifecycle on AWS
  3. 03Data Engineering for AI on AWS
  4. 04ML Algorithms and Model Evaluation on AWS
  5. 05Training and Hyperparameter Tuning on Amazon SageMaker
  6. 06Deployment and Inference on Amazon SageMaker
  7. 07Prebuilt AWS AI Services: Vision, Language, Speech and Conversation
  8. 08Generative AI Fundamentals: Tokens, Transformers, Prompting and Foundation Models
  9. 09Amazon Bedrock Foundations: APIs, Model Access, Pricing, Inference Types and Evaluations
  10. 10RAG and Knowledge Bases on Amazon Bedrock: Chunking, Embeddings, Retrieval and Evaluation
  11. 11Amazon Bedrock Agents, Flows and Orchestration
  12. 12Generative AI Safety, Guardrails and Responsible AI
  13. 13MLOps and Scaling on AWS
  14. 14Security, IAM and Compliance for AI Workloads
  15. 15Cost Optimization and Governance for AI Workloads
  16. 16Capstone Exam Simulation (AIF-C01)

Lessons: 16 · 12 Weeks