32 Masterclasses. One Personalized to You.
Every masterclass begins with an AI assessment that maps your knowledge gaps, adapts the material to close them, and ends with a custom deliverable you build and own.
Pre-Masterclass Assessment
We map your gaps before day one.
AI-Personalized Path
The material adapts to close them.
A Custom Deliverable
You leave with something you built.
Build Frontier Models From Scratch
Construct the core models behind modern AI—LLMs, reasoning, frontier architectures, and image generation—line by line.
Build Your Own LLM
From Tokenization to Training: Own the Technology Behind ChatGPT
The best way to understand AI is to build it yourself.
Self-Paced
$1,997
Cohort
$6,997
Founder
$19,997
Build Your Own Reasoning Model
Create AI That Thinks Before it Answers—Stop Using AI, Start Owning It
The models winning today think before they answer. Learn to build that capability.
Self-Paced
$1,497
Cohort
$5,997
Founder
$17,997
Build Your Own Frontier AI
Master Mixture-of-Experts, Advanced Attention, 64x Efficiency—Own Production-Grade AI
The ONLY masterclass teaching you to build production-grade frontier AI systems from scratch—cut API costs 90%, own your stack, stop renting from OpenAI.
Self-Paced
$1,997
Cohort
$6,997
Founder
$19,997
Build Your Own Image Generator
Train Vision Models from Scratch—Stop Renting, Start Owning
Create images from words. Own the visual AI your competitors rent.
Self-Paced
$1,997
Cohort
$6,997
Founder
$19,997
Own, Optimize & Customize Models
Turn open models into lean, private, domain-specific assets you own and run cheaply.
Fine-Tune Your Own Models
LoRA, QLoRA, and Full Fine-Tuning—Own Your Model Weights
Make any model an expert in your domain. Master LoRA and QLoRA techniques.
Self-Paced
$997
Cohort
$3,997
Founder
$9,997
Make the Model Yours
The Complete Customization Playbook — Turn a Generic LLM Into Your Business's Unfair Advantage
A generic model is a commodity your competitors rent too. Make one that knows your business, respects your budget, and stays reliable in production.
Self-Paced
$1,497
Cohort
$5,997
Founder
$17,997
Build Your Own Domain Specific Small Language Model (SLM)
Train Specialized Models You Own and Control—No API Costs
Bigger isn't always better. Sometimes smaller is smarter, faster, and cheaper.
Self-Paced
$1,197
Cohort
$4,997
Founder
$12,997
Model Surgery
Prune, Distill, and Rewire Open Models—Cut 90% of the Cost, Keep the Intelligence
General-purpose models carry billions of parameters you never use. Cut them out—surgically.
Self-Paced
$1,497
Cohort
$5,997
Founder
$17,997
Make AI Run 10x Faster
Write the GPU Code Frontier Labs Fight to Hire — No CUDA Required
Everyone can call PyTorch. Almost nobody can write the kernels underneath it. Build FlashAttention from scratch.
Self-Paced
$1,997
Cohort
$6,997
Founder
$19,997
Agents & Autonomous Systems
Design agents that reason, use tools, remember, and collaborate—reliably, at scale.
Build Your Own Autonomous AI Agent
The Agent Architecture Blueprint™ — Own Your Infrastructure, Not Frameworks
Build agent systems from first principles—ReAct loops, tool orchestration, memory systems, multi-agent coordination. Framework users are commoditized. Infrastructure builders are irreplaceable.
Self-Paced
$1,997
Cohort
$6,997
Founder
$19,997
Build Your Own Multi-Agent AI Teams
Train Agent Swarms That Collaborate at Scale—Own Your AI Workforce
One agent is powerful. Multiple agents working together are transformative.
Self-Paced
$1,497
Cohort
$5,997
Founder
$17,997
The Agent Playbook
20+ Battle-Tested Design Patterns—Stop Building Agents by Trial and Error
Most agents are built by trial and error. Yours won't be. Master the pattern language of production agents.
Self-Paced
$1,197
Cohort
$4,997
Founder
$12,997
The Agent Architecture Matrix
7 Cognitive Functions × 6 Topologies—Design, Budget, and Govern Agents That Ship
What do you do with an agent that 'almost works'? Diagnose it on a matrix and fix it systematically.
Self-Paced
$1,197
Cohort
$4,997
Founder
$12,997
Master Context Engineering
Stop AI Hallucinations at the Source — the #1 Skill Behind Reliable AI
Your agents don't fail because the model is weak. They fail because you fed them the wrong context.
Self-Paced
$1,497
Cohort
$5,997
Founder
$17,997
Data & Knowledge Systems
Feed your AI the right knowledge with graph retrieval and AI-native data pipelines.
Build Your Own GraphRAG System
Knowledge Graphs That Outperform Vector Search—Build, Don't Rent
RAG only works when you find the right context. Knowledge graphs ensure you always do.
Self-Paced
$1,197
Cohort
$4,997
Founder
$12,997
The AI-Native Data Engineer
Put LLMs to Work Inside Your Pipelines—Automate the Grind, Own the Insight
Every model you build is only as good as the data feeding it. Weave LLMs directly into your pipelines.
Self-Paced
$997
Cohort
$3,997
Founder
$9,997
Trust, Reliability & Alignment
Prove it works, keep it aligned, and ship AI that survives real users and real stakes.
Prove Your AI Works
Master AI Evaluation — the Skill Every Enterprise Is Desperate to Hire
The engineers who can PROVE their AI works are the ones enterprises fight to hire.
Self-Paced
$1,197
Cohort
$4,997
Founder
$12,997
From Prototype to Production
The Reliability Engineering That Turns AI Demos Into Products You Can Trust
The demo took a weekend. Production is where AI products die. Master the reliability engineering that ships.
Self-Paced
$1,497
Cohort
$5,997
Founder
$17,997
Production AI
Ship Models That Last—Build Your Own MLOps Platform
90% of ML projects never make it to production. This course ensures yours does.
Self-Paced
$997
Cohort
$3,997
Founder
$9,997
AI Alignment and RLHF
The AI Alignment Mastery System™ — Build Models That Do What You Want
Master RLHF, DPO, and constitutional AI to build aligned models that reliably do what they're supposed to—the expertise separating $180K API users from $350K alignment architects.
Self-Paced
$1,497
Cohort
$5,997
Founder
$17,997
Teach Your AI What Humans Want
The RLHF Post-Training Stack™ — Build the Alignment Layer Behind Every Frontier Model
Pretraining gives a model knowledge. RLHF gives it judgment. Build the post-training layer behind every frontier model.
Self-Paced
$1,497
Cohort
$5,997
Founder
$17,997
AI-Assisted Development
Build software dramatically faster—and understand any codebase—with AI in the loop.
Professional Vibe Coding with Claude Code
Build AI-Augmented Development Infrastructure—Own Your Productivity, Stop Renting
Code 10x faster without losing quality. Master AI pair programming.
Self-Paced
$697
Cohort
$2,497
Founder
$6,997
Decode Any Codebase with AI
10 Timeless Mental Models to Map, Understand, and Ship Into Any Codebase in Hours
Working with code you didn't write is now the default. Map any codebase in under an hour—and ship a real change the same day.
Self-Paced
$697
Cohort
$2,497
Founder
$6,997
Ship-Ready: Full-Spectrum AI Development
Beyond Vibe Coding—Turn AI-Generated Code Into Production Systems You Can Trust
AI-generated code that 'just works' is often hiding technical debt and slow-burn bugs. Learn the full-spectrum process.
Self-Paced
$997
Cohort
$3,997
Founder
$9,997
Specialized & Applied
Focused builds for high-value domains: security red-teaming and living digital twins.
Build Your Own AI Red Team
AI-Powered Security Agents—Understand Tomorrow's Attacks, Automate Today's Defenses
Attackers are already weaponizing AI agents. Learn to build the same capabilities under proper authorization.
Self-Paced
$1,497
Cohort
$5,997
Founder
$17,997
Build Your Own Digital Twin
From Sensors to Simulation—Create Living Virtual Replicas of Real-World Systems
The physical world is going virtual. Build the living, sensor-fed replicas that let companies predict without touching the real thing.
Self-Paced
$1,497
Cohort
$5,997
Founder
$17,997
For Builders & Leaders — No PhD Required
Own AI outcomes without deep ML: synthetic teammates, private assistants, marketing, and decisions.
Build Your Own Synthetic Employees
Build Your AI Team That Works Together 24/7
Build a team of synthetic employees (Legal Advisor, Financial Analyst, Operations Manager) that collaborate to provide expert decision support—replacing $200K-$500K in consultant spend while scaling infinitely without hiring.
Self-Paced
$997
Cohort
$3,997
Founder
$9,997
Vibe Marketing
AI-Powered Marketing Systems That Scale
Replace your entire marketing stack with AI agents. Marketing that runs while you sleep.
Self-Paced
$1,497
Cohort
$5,997
Founder
$17,997
The Token Economy
Architecting the Future of Value
Design, build, and launch successful token-based ecosystems. From tokenomics to DAOs to community building.
Self-Paced
$997
Cohort
$3,997
Founder
$9,997
AI for Decision Makers
Lead Smarter. Decide Faster. Amplify What Matters.
A 2-day hands-on experience that gives organizational leaders the clarity, confidence, and practical tools to use AI as a force multiplier for the decisions that drive your mission forward.
Self-Paced
$1,497
Cohort
$3,997
Founder
$14,997
Your Private AI Lab
Run Powerful AI Entirely on Your Own Machine—Free Forever, Zero Data Leaving
Stop paying subscription fees and sending your data to the cloud. Build your own private, offline ChatGPT.
Self-Paced
$497
Cohort
$1,997
Founder
$6,997
Your Own AI Image Studio
Make Stunning Images with Stable Diffusion—On Your Machine, On Your Terms
Anyone can make damn fine images with Stable Diffusion—no data science required.
Self-Paced
$497
Cohort
$1,997
Founder
$6,997