EC-COUNCIL

EC-Council Artificial Intelligence Essentials

AIE

The EC-Council Artificial Intelligence Essentials (AIE) certification validates foundational AI literacy for professionals across all roles. It proves you understand core AI concepts, can use AI tools like ChatGPT and Claude effectively, and apply AI responsibly and ethically. With hands-on labs and a focus on practical skills, AIE helps you build the verified AI fluency enterprises need to adopt AI faster and lead with confidence.

Practice Free Questions

5Domains

23Objectives

215Practice pages

1023Free questions

AIE free practice questions

Choose any objective and open any question page — no sign-in required.

Similarities and differences between human and artificial intelligence

50 questions · 10 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45 46–50

How data, algorithms, and models form AI foundations

44 questions · 9 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–44

Major milestones in AI evolution

37 questions · 8 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–37

Recent advancements and future directions in AI

41 questions · 9 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–41

Common AI technologies in daily life

65 questions · 13 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45 46–50 51–55 56–60 61–65

AI tools in workplace workflows

39 questions · 8 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–39

AI in manufacturing and industrial processes

51 questions · 11 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45 46–50 51–51

AI applications in transportation safety and efficiency

46 questions · 10 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45 46–46

AI in personalized learning and feedback

43 questions · 9 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–43

AI for security threat detection

41 questions · 9 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–41

The role of data in effective AI systems

43 questions · 9 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–43

Different AI models and development processes

38 questions · 8 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–38

Machine learning and neural networks

48 questions · 10 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45 46–48

Natural Language Processing (NLP)

38 questions · 8 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–38

Generative AI and Large Language Models (LLMs)

44 questions · 9 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–44

Tool selection based on AI project requirements

41 questions · 9 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–41

Basics of prompt engineering

40 questions · 8 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40

Crafting effective prompts

41 questions · 9 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–41

Prompt engineering techniques

44 questions · 9 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–44

Ethical, societal, and security concerns in AI

42 questions · 9 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–42

Principles of ethical and fair AI use

49 questions · 10 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45 46–49

Responsible practices and governance standards

57 questions · 12 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45 46–50 51–55 56–57

Global AI regulations and policies

41 questions · 9 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–41

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Percentages reflect share of the current practice bank, not official exam weightings. Every page above is a live, crawlable practice page (23 objectives · 215 pages).

EC-Council Artificial Intelligence Essentials

AIE free practice questions

Domain 1 · Introduction to Artificial Intelligence17% of practice bank · 4 objectives · 172 questions17%

Domain 2 · Everyday AI Tools and Use Cases28% of practice bank · 6 objectives · 285 questions28%

Domain 3 · Building Blocks of AI25% of practice bank · 6 objectives · 252 questions25%

Domain 4 · Prompt Crafting for Effective AI Interactions12% of practice bank · 3 objectives · 125 questions12%

Domain 5 · AI Ethics and Responsible AI18% of practice bank · 4 objectives · 189 questions18%