AI Tools Expert

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This is a hands-on training for engineers, analysts, and other professionals ready to build with AI. You’ll ship real, working artifacts through practical, task-based sessions, ensuring you learn by doing. By the end of each week, you’ll have a functional project that runs.

This is an expert-level training that assumes prior experience. You should be comfortable with prompt engineering, basic Python, the terminal, APIs, and JSON. SQL is useful but it isn’t essential everywhere. If you are missing any of these, we provide preparatory materials before the training begins so everyone starts on the same footing. You’ll also need a computer and a stable internet connection.

1. AI in the Productivity Suite

Master Microsoft 365 Copilot and Google Gemini. You’ll put them to work on real tasks while learning to ground answers in your own files and catch hallucinations early.

2. Vibe coding: prompt to app

Build apps without manual code. Using Replit Agent, you’ll prompt, refine, and host live applications in your browser. With real-world integrations.

3. The OpenAI builder stack

Move from prototype to working code. Test models in the Playground, then integrate via API. Use function calling to connect AI to your real data and codebases.

4. Building with Claude

Learn Claude Code, Cowork, and Claude Design for coding, agentic work, and editable visuals. Use agents in parallel to plan and coordinate real work.

5. Open-source and local AI

Run models locally with Ollama and Hugging Face. Build Python pipelines for generation and classification, and create evaluations to decide when local deployment beats hosted models.

6. Capstone: orchestrating with n8n

Build end-to-end automations. Connect your tools into cohesive workflows with memory, document retrieval, and human approval for sensitive actions.

What you will learn

Six blocks.

How you will learn

Our programs are built on learning science, not convention. Designed around how adults actually learn: through challenge, reflection, and direct application to real work. Delivered fully online, combining live sessions, hands-on activities, and structured independent work. Every session is recorded. Learning fits around you, not the other way around.

Learning activities

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Session plans

Reflection cards

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Assessment

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