
Learning Roadmaps
AI for Business Leaders
Lead with AI instead of watching from the sidelines: boost your own productivity, validate ideas, build custom GPTs, roll AI out across a business, and manage it responsibly.
Roadmap badge
Complete all courses in this roadmap to earn its badge.
Courses in this roadmap
- Step 1Beginner
ChatGPT at Work: 10x Your Productivity
Master ChatGPT for workplace efficiency. Learn practical techniques for emails, meetings, reports, data analysis, presentations, research, problem-solving, and building personal productivity workflows. Each lesson solves one real work task - perfect for office workers, managers, and knowledge workers.
- Step 2Beginner40 min
Validate a Business Idea with AI Before You Launch
A fast, practical micro course for aspiring founders. Use AI to find your riskiest assumption, research market size without getting fooled by hallucinated numbers, draft customer interviews, map competitors, run quick demand tests, and turn the signals into a clear go or no-go decision before you spend money building.
- Step 3Beginner40 min
ChatGPT Custom GPTs for Business
Build custom GPTs that solve real business problems. Learn to create customer support, sales qualification, knowledge base, and content creation GPTs — step by step, no coding required. Includes ready-to-use business GPT templates.
- Step 4Beginner~3h
AI for Business: Practical Implementation
Learn how to identify, evaluate, and implement AI solutions that deliver real ROI. From customer service chatbots and marketing automation to predictive analytics and workflow optimization, get a practical roadmap for adopting AI across your organization.
- Step 5Beginner~3h
AI for Working Professionals: The Manager's Playbook
A tool-agnostic playbook for middle managers, team leads, and directors leading teams in the AI era. Pick the right tool (ChatGPT, Claude, Microsoft Copilot, Gemini) for each task, delegate between humans and AI, build team SOPs and a shared prompt library, write manager-grade prompts for status updates, 1:1s, performance reviews, and strategy memos, measure AI ROI on team output, and ship an acceptable-use policy for your team. No coding required.
- Step 6Beginner~3h
AI Ethics & Responsible AI
Learn the principles, practices, and skills to use AI responsibly. Explore bias, fairness, privacy, transparency, hallucinations, deepfakes, and the EU AI Act through hands-on exercises with ChatGPT, Claude, and Gemini. Perfect for university students and early-career learners. No coding required, and you earn a free certificate to add to your LinkedIn and resume.

