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AIE: Artificial Intelligence Essentials

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Certificate

AIE: Artificial Intelligence Essentials

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Course Information

Course Name

AIE: Artificial Intelligence Essentials

Exam code

112-59

Duration

2 Days

Certification

Overview

Artificial intelligence is no longer a future trend. It is already embedded in business operations, education, and the global workforce. Yet its rapid spread has outpaced foundational understanding and skills needed to use it effectively, ethically, and responsibly.
Artificial Intelligence Essentials (AI|E) is EC-Council’s foundational AI literacy certification. It equips professionals and students with a practical understanding of how AI works, how it is used, and how to engage with it responsibly in real-world environments. This course prepares students to:

  • Understand how AI systems behave, generate outputs, and where they can fail
  • Critically evaluate AI outputs for quality, accuracy, and ethical alignment
  • Use AI tools effectively in real-world workflows
  • Apply responsible AI practices aligned with ethical, privacy, and regulatory standards
  • Build confidence to make informed AI-driven decisions across business, academic, and personal contexts

This credential closes the critical gap between AI use and AI understanding, responsibility, and judgment.

Overview

Overview

Artificial intelligence is no longer a future trend. It is already embedded in business operations, education, and the global workforce. Yet its rapid spread has outpaced foundational understanding and skills needed to use it effectively, ethically, and responsibly.
Artificial Intelligence Essentials (AI|E) is EC-Council’s foundational AI literacy certification. It equips professionals and students with a practical understanding of how AI works, how it is used, and how to engage with it responsibly in real-world environments. This course prepares students to:

  • Understand how AI systems behave, generate outputs, and where they can fail
  • Critically evaluate AI outputs for quality, accuracy, and ethical alignment
  • Use AI tools effectively in real-world workflows
  • Apply responsible AI practices aligned with ethical, privacy, and regulatory standards
  • Build confidence to make informed AI-driven decisions across business, academic, and personal contexts

This credential closes the critical gap between AI use and AI understanding, responsibility, and judgment.

Audience Profile

  • Students and Early Learners
  • IT Professionals and Engineers
  • Entrepreneurs and Decision-Makers
  • Analysts and Project and Operations Managers
  • Non-IT Working Professionals
  • Educators and Trainers
  • AI Enthusiasts
  • HR, L&D, and People Professionals

Prerequisites

 

At Course Completion

You’ll learn to:

  • Understand AI Fundamentals
    • Explain how AI systems generate outputs and learn from data
    • Differentiate between AI, Generative AI, LLMs, and traditional software systems
    • Recognize AI limitations and points of failure
  • Use AI Tools Effectively
    • Structure prompts for clear, accurate, and useful responses
    • Operate leading AI tools for text, image, audio, and automation tasks
    • Integrate AI outputs into workflows responsibly
  • Apply Responsible AI Practices
    • Identify bias, hallucinations, and ethical concerns in AI outputs
    • Apply privacy, governance, and ethical standards in AI usage
    • Make informed decisions based on AI outputs, not blind trust
  • Prepare for Advanced AI Learning
    • Build foundational knowledge for AI, ML, or Generative AI certifications
    • Develop confidence for professional or academic AI applications

Course Outline

  • Understand the Similarities, Differences, and Collaboration between Human and Artificial Intelligence
  • Explain How Data, Algorithms, and Models form the Foundation of AI Systems
  • Summarize Major Milestones and Developments in the Evolution of AI
  • Explore Recent Advancements and Future Directions Shaping AI Technologies
  • Identify Common AI Technologies Used in Daily Life
  • Recognize AI Tools in the Workplace and How they Improve Workflow and Decision-Making
  • Explain How AI Improves Manufacturing and Industrial Processes
  • Explain How AI Improves Transportation Safety, Efficiency, and Sustainability
  • Identify How AI Personalizes Learning and Provides Feedback
  • Identify How AI Improves Security by Detecting Threats, Protecting Data, and Ensuring Privacy
  • Understand the Role of Data for Effective AI Systems
  • Identify the Different AI Models and Explain How They are Developed and Trained
  • Understand Machine Learning and Neural Networks
  • Understand Natural Language Processing (NLP) and its Role in AI
  • Explain Generative AI (GenAI) and Large Language Models (LLMs)
  • Understand Advanced AI Systems and Technologies
  • Select the Appropriate Tools Based on AI Project Requirements
  • Understand the Basics of Prompt Engineering
  • Learn How to Craft Effective Prompts
  • Learn Prompt Engineering Techniques
  • Identify Key Ethical, Societal, and Security Concerns in AI Systems
  • Explain the Principles and Importance of Using AI Ethically and Fairly
  • Apply Responsible Practices, Governance, and Global Standards in AI Usage.
Course Price

RM1,650.00 exc. 8% tax

Training Dates
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Certification Details