Skills4Good AI Academy:
Generative AI Fundamentals

Level 100 - AI Technical Fluency
Course 102

This course is part of Level 100 of the 4-Level Responsible AI Literacy Model. To access this course and others in the model, join a Skills4Good AI membership designed to build Responsible AI fluency at every level.

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Generative AI Fundamentals

Generative AI Fundamentals

Level 100 • Course 102

Generative AI Fundamentals

Generative AI Fundamentals

Overview

Step into the transformative realm of Generative AI with this course. Gain an in-depth understanding of generative models and explore their vast potential to reshape industries. This course equips you to lead and innovate in this dynamic field, covering everything from the basic concepts of AI to the ethical deployment of generative technologies.

RAI Institute
Global Affairs Canada
WBE Canada
Communitech
RBC
World Trade Center - Denver
Shell
Women Get On Board
Denver Exonomic Development & Opportunity
Enbridge
Accenture
International Womens Forum
Competent Boards
Equifax
LGM
Canadian Chinese Professional Accountants Association
WEConnect International
Ontario
TEDx
StartUp Canada
Caledon Chamber of Commerce
Global Impact
Canadian Chinese Finance Association

What You’ll Learn

  • Generative AI Basics

    Generative AI Basics

    Dive into the core principles of Generative AI, distinguishing it from conventional AI technologies.

  • Model Mechanics

    Model Mechanics

    Explore generative models’ inner workings and learning processes, focusing on their ability to generate novel, creative outputs.

  • Creative Applications

    Creative Applications

    Discover how Generative AI is applied across various industries, enhancing creativity and innovation.

Course Outline

Lesson 1: Defining GenAI and LLMs
Lesson 2: Key Characteristics of Generative AI
Lesson 3: Key Characteristics of LLMs
Lesson 4: Disruptive Applications of GenAI
Lesson 5: Benefits & Opportunities of GenAI
Lesson 6: Limitations of GenAI
Lesson 7: GenAI Limitation: Limited Knowledge Base
Lesson 8: GenAI Limitation: Dependence on Data Quality
Lesson 9: GenAI Limitation: Lack of Contextual Understanding
Lesson 10: GenAI Limitation: Hallucinations and Confabulations
Lesson 11: GenAI Limitation: Inability to Learn from Past Interactions
Lesson 12: GenAI Limitation: Difficulty Handling Ambiguity
Lesson 13: GenAI Limitation: High Resource and Data Requirements

Why These Skills Are Essential

  • Cutting-Edge Knowledge

    Cutting-Edge Knowledge

    Master the rapidly evolving field of Generative AI, setting the foundation for future innovations.

  • Leadership in Innovation

    Leadership in Innovation

    Equip yourself with the skills to lead projects and teams leveraging Generative AI for groundbreaking solutions.

  • Transformative Impact

    Transformative Impact

    Understand how Generative AI revolutionizes industries, preparing you to contribute to this transformation.

Next Steps

Nest Steps

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