Follow the complete sequence from introductory concepts and Python to implementation and production or customer delivery. Expand a module to see every lesson. Experienced learners can use the foundation exit checks to choose where to continue.
AI Engineer
32 modules · 90 lessons · 13 labs
Start with what an AI engineer does, then learn Python from your first script through a tested application. Continue through software, web, mathematical, and machine-learning foundations before LLMs, retrieval, evaluation, security, and deployment. The complete Python foundation is embedded here; no external course is required. Each stage builds skills and evidence for the final knowledge-assistant project.
Self-paced. Start with the role introduction and follow the full foundation sequence. If you already know a topic, use its exercise and exit check to demonstrate the skill before moving ahead. There are no weekly deadlines.
Explore the full curriculum →Agentic AI
44 modules · 121 lessons · 27 labs
Start with what agents are and how they differ from chatbots and fixed workflows. Learn Python and AI application foundations inside this roadmap before building tool loops, memory, durable state, planning, MCP integrations, and human oversight. Develop one support-agent project through increasingly capable stages and finish with evaluation, operations, and a portfolio review.
Self-paced. Start with the role introduction and follow the full foundation sequence. If you already know a topic, use its exercise and exit check to demonstrate the skill before moving ahead. There are no weekly deadlines.
Explore the full curriculum →Forward Deployed Engineer
44 modules · 120 lessons · 25 labs
Begin with the FDE role, neighboring roles, engagement lifecycle, and a concrete day-in-the-job example. Learn Python, software engineering, and AI application foundations before customer discovery, enterprise integrations, identity, acceptance testing, rollout, and handoff. Follow one self-paced path from beginner concepts to a simulated customer pilot.
Self-paced. Start with the role introduction and follow the full foundation sequence. If you already know a topic, use its exercise and exit check to demonstrate the skill before moving ahead. There are no weekly deadlines.
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