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Certification

Certification: AI Simplified - 6 Core Modern AI Concepts

Validates your ability to explain six foundational modern AI concepts: the model brain, training, retrieval augmented generation, agents and tools, MCP orchestration, and system prompt guardrails.

Exam of 10 to 20 questionsCertificate for LinkedInBeginner
IT and development
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The exam

Take the certification exam

Multiple-choice questions about the course. Pass with 70% or more and your certificate is issued at once, with a public page and an "Add to LinkedIn" button.

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What the exam covers

2 questions from each of the 5 chapters of the course

10 multiple-choice questions, drawn fresh for every attempt. Pass with 70% or more.

  1. 01Introduction to AI concepts1:14
  2. 02The brain and training1:07
  3. 03Retrieval augmented generation1:20
  4. 04AI agents and tools1:04
  5. 05Orchestration with MCP and guiding principles4:04
About the course

What it certifies

This Complete AI Training certification confirms you have completed the AI Simplified course and can define and explain six core modern AI concepts using the human-body analogy from IBM Technology.

Skills you prove

  • Define artificial intelligence as a subfield of computer science
  • Explain how large language models act as the brain of modern AI systems
  • Describe model training and tuning as the process of teaching an LLM language, math, and history
  • Summarize how retrieval augmented generation extends AI knowledge and reduces hallucinations
  • Identify how AI agents use tools autonomously to take actions toward goals
  • Explain how Model Context Protocol and system prompts orchestrate tools and enforce ethical guardrails

Who it is for

This certification is for business professionals, technical team leads, students, and anyone who needs to understand modern AI concepts and terminology without deep coding or data science experience.

How the exam works

The exam contains 30 multiple-choice questions, with 6 questions per lesson covering all five lessons and learning outcomes. You must demonstrate understanding of each of the six core concepts to earn the certification.