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Generative AI & Large Language Models

For teams ready to understand and apply generative AI in their work

3 daysInstructor-led Workshop
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Program Overview

What This Program Covers

Generative AI is no longer a future technology — it is the present reality reshaping every industry. This program gives participants a comprehensive understanding of how large language models work, how to apply them effectively, and how to evaluate their outputs critically. Designed for both technical and non-technical audiences who need to work with and around AI systems in their organizations.

What You'll Learn

  1. 1Understand how large language models work and what makes them powerful
  2. 2Apply generative AI effectively across real business use cases
  3. 3Write prompts that produce consistent, high-quality outputs
  4. 4Evaluate AI outputs critically and understand their limitations
  5. 5Navigate the AI tool landscape and select the right tools for specific tasks
  6. 6Understand the ethical and organizational implications of generative AI adoption
  7. 7Build a personal framework for staying current as AI evolves

Outline

Program Snapshot

Module 1 — How Generative AI Works

  • ›From neural networks to large language models
  • ›What training data means for model behavior
  • ›How tokens, context windows, and temperature work
  • ›Why models hallucinate and what to do about it

Module 2 — Applied Generative AI

  • ›Prompt engineering fundamentals
  • ›Use cases by role and function
  • ›Evaluating output quality
  • ›Hands-on: build a workflow for your role

Module 3 — The AI Tool Landscape

  • ›Claude, GPT, Gemini — how to evaluate models
  • ›Specialized vs general purpose tools
  • ›Enterprise deployment considerations
  • ›Hands-on: compare models on real tasks

Module 4 — Responsible AI at Work

  • ›Data privacy and security considerations
  • ›Bias, hallucination, and risk management
  • ›Organizational AI policy basics
  • ›Building a personal AI learning practice

Who This Is For

  • Business professionals across all functions
  • Managers evaluating AI adoption
  • Individual contributors wanting AI fluency
  • Leaders needing AI literacy

Prerequisites

  • No technical experience required
  • Basic comfort using web-based tools

Bring This Program to Your Team

Every bILTup program is fully customized to your team's tech stack, goals, and timeline. Tell us about your team and we'll design something built specifically for you.

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