Business

Gen AI Readiness, Implementation and Transformation

Course Overview

  • Course Title: Gen AI Readiness, Implementation and Transformation
  • Instructor: Vasco Patrício
  • Target Audience:
    • Professionals in organizations adopting Gen AI
    • Employees transitioning to AI-augmented workflows
    • Leaders managing AI-driven transformation
    • Beginners with no prior AI knowledge
  • Prerequisites: None

Curriculum Highlights

  • Key Topics Covered:
    • Basics of Gen AI: capabilities, limitations, and realistic expectations
    • Technological characteristics of Gen AI models (parameters, context windows, tokenization, vectorization)
    • Common pain points in Gen AI adoption (unrealistic expectations, output quality, workflow misalignment)
    • Prompt engineering: designing, optimizing, and structuring prompts
    • Modes of working with Gen AI (interfaces, applications, agents)
    • Task types: content generation, analysis, decision support, automation
    • Structuring reasoning: breaking tasks into sub-tasks, validation loops
    • Error types: hallucinations, biases, unstable outputs
    • Psychological effects of Gen AI (e.g., "editor syndrome," "Gendela Effect")
    • Principles for adopting Gen AI in workflows
    • "Problems at the joints": inconsistencies in tone, context, and quality erosion
  • Key Skills Learned:
    • Evaluating Gen AI capabilities and limitations
    • Designing effective prompts for specific tasks
    • Diagnosing and mitigating hallucinations and biases
    • Structuring workflows for human-AI collaboration
    • Validating and refining AI outputs
    • Managing psychological effects of AI integration
    • Automating tasks while maintaining quality control

Course Format

  • Duration:
    • 4.5 hours of on-demand video
    • 1 article
  • Format: Self-paced online course
  • Resources:
    • On-demand video lectures
    • 1 downloadable article
    • Access on mobile and TV
    • Certificate of completion

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