Cohort-based AI building course for lasting skill and mindset growth.
Superlinear Academy
Superlinear Academy’s flagship course, From Users to Builders, equips professionals with the tools, mindset, and framework to build real-world AI applications, not just write prompts. In a hands-on two-week cohort, you’ll construct AI prototypes, integrate LLMs with workflows, and learn model internals to sustain learning beyond trends. Live sessions, office hours, and a continuously updated 200+ page knowledge base support long-term growth and troubleshooting. After the cohort, you join a private community of 5,000+ “AI builders” for ongoing collaboration and insight-sharing.
This is more than a course, it’s a builder’s program. You’ll emerge with practical prototypes, a durable framework for AI, and confidence to lead AI projects in yo...
Outcomes
- Build AI-powered tools that work in real settings
- Learn core LLM concepts to cut through hype
- Scale AI capabilities in your workflows systematically
- Lead AI projects with confidence and technical clarity
What's included?
Live Cohort Sessions & Office Hours
Interactive classes and hands-on coaching that guide your learning from concept to prototype.
Extensive Knowledge Library
Over 200 pages of continuously updated reference material to support your projects long after the course ends.
Practical AI Prototyping Projects
Real-world assignments like Q&A bots, workflow automation, and API-connected tools to build and apply immediately.
Private Builder Community
Lifetime access to a network of 5,000+ AI builders for collaboration, Q&A, and ongoing professional support.
Who is this for?
- Tech professionals ready to build not just prompt with AI
- Developers or practitioners seeking foundational AI understanding
- Learners aiming to confidently architect AI solutions for work or business
