Applied Gen AI for Working Professionals
A comprehensive course covering the full generative AI stack — from transformer internals to production deployment. Built for busy professionals who want depth, not just breadth.
Applied Gen AI for Working Professionals
The complete stack — from transformer internals to production deployment. A comprehensive course for professionals who want to go deep, not just wide.
Join the Waitlist ↓What You'll Learn
A structured path through the full Gen AI stack. Each module is self-contained — take them in order, or jump to what you need.
Attention mechanisms, positional encoding, and the architecture behind every modern LLM. Understand what's actually happening inside the model — not just how to call the API.
Move beyond basic prompting. System prompts, few-shot patterns, chain-of-thought, and structured outputs — the techniques that make LLMs reliable in production.
Embeddings, vector databases, chunking strategies, and retrieval. Build a complete retrieval-augmented generation pipeline that grounds LLM responses in your data.
When prompting isn't enough. LoRA, QLoRA, dataset preparation, and evaluation — learn when and how to fine-tune models for your specific domain.
Tool calling, agent loops, multi-step reasoning, and human-in-the-loop patterns. Build agents that can plan, execute, and recover from errors.
Evals, observability, cost management, and scaling. The infrastructure and practices you need to run generative AI systems in production with confidence.
Why 10 Minutes a Day
Most courses ask you to block out a weekend. You watch 8 hours of video, clone a repo, and by Monday you've forgotten half of it. That's not how working professionals actually learn.
This course is built around a different idea: consistent bite-sized lessons beat weekend marathons. One concept per day. Small enough to fit between meetings, concrete enough to stick. You read the lesson, write the code, and let it settle overnight. The next day builds on what you just internalized — not what you speed-ran through.
Five days of focused practice adds up to more than a weekend of cramming ever will.
Who This Is For
- Senior engineers and tech leads who need to understand the full Gen AI stack, not just the API layer
- Working professionals building AI into existing products and systems
- Anyone who's done the free courses and wants to go deeper — from fundamentals to production
Comfortable with Python. Some ML familiarity helps but isn't required — we build up from first principles.
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