AI Fundamentals for Business Leaders

This course is designed for business leaders who want to understand AI well enough to make informed decisions, without getting lost in technical details.

Who This Course Is For

• Executives evaluating AI investments
• Product managers building AI features
• Business leaders working with technical teams
• Anyone who needs to understand AI strategically

What You'll Learn

By the end of this course, you'll be able to:

1. Understand AI terminology and concepts used in your organization
2. Evaluate AI proposals from vendors and internal teams
3. Identify opportunities where AI can add business value
4. Lead AI initiatives and set realistic expectations

Course Overview

Module 1: What is AI and Why It Matters Now

We'll cover the basics of artificial intelligence, including:

• The difference between AI, ML, and deep learning
• Why AI is suddenly everywhere (hint: it's not actually sudden)
• Real capabilities vs. hype

Module 2: Types of AI

Understanding the AI landscape:

• Traditional machine learning
• Deep learning and neural networks
• Large Language Models (LLMs)
• Computer vision and other modalities

Module 3: Evaluating AI Opportunities

A framework for assessing AI potential:

• Identifying suitable problems
• Assessing data readiness
• Estimating costs and timelines
• Measuring success

Module 4: Leading AI Initiatives

How to set your organization up for success:

• Building vs. buying
• Team structure and skills
• Governance and ethics
• Change management

Prerequisites

No technical background required. Just bring your curiosity and business context.

Next Steps

After completing this course, consider exploring our more specialized courses on specific AI topics like RAG implementation or AI strategy development.