Enroll Now

GenAI Accelerator

The 6-week track that transforms developers into AI engineers

Finally connect the dots from all those tutorials. Master the complete GenAI stack and learn how top AI teams design, build, and ship production-ready systems.

Trusted by 350+ developers

Enroll Now

Curriculum

GenAI Accelerator

The 6-week track that transforms developers into AI engineers

Finally connect the dots from all those tutorials. Master the complete GenAI stack and learn how top AI teams design, build, and ship production-ready systems.

Trusted by 350+ developers

Enroll Now

Curriculum

Joined by professionals from the world’s leading tech companies

You don't have to
Do it all alone and burn out chasing every new AI trend
Waste time on tutorials that don't lead anywhere
Struggle with overwhelm as frameworks change weekly
Miss out on the most exciting career shift of our lifetime

You don't have to
Do it all alone and burn out chasing every new AI trend
Waste time on tutorials that don't lead anywhere
Struggle with overwhelm as frameworks change weekly
Miss out on the most exciting career shift of our lifetime

Instead you could

Get everything you need in one place with Datalumina

Learn how to build AI systems companies actually need
Master design patterns that work consistently across projects
Join a community of engineers solving real AI challenges together

Meet your instructor

Hi, I'm Dave, an AI engineer with over a decade of experience in artificial intelligence. With both bachelor's and master's degrees in the field, I have built custom AI systems across many industries.

At Datalumina, I lead the AI projects, bridging the gap between the latest breakthroughs and real business value. But more importantly, I've walked the exact path you're on. From struggling with my first IDE to shipping my first production app. I know where you'll get stuck because I got stuck there too. I'm not going to impress you with theory, but teach you how to build real AI systems as fast as possible.

Years of AI experience

0k+

Global dev community

0k+

Subscribers on YouTube

Your 6-week roadmap to building production-ready AI systems

This is where I download everything I know about GenAI into your brain. The exact process we use at Datalumina to go from client brief to deployed system. Every template, every architecture pattern, every deployment trick that took me years to figure out.

By week 6, you'll be very capable AI Engineer. Ready to lead AI at your company. Ready to take on freelance projects. Ready to build products. Whatever path you choose, you'll have the complete toolkit to execute your vision.

Week 1

Foundations of AI Engineering

Understand the fundamentals of Python for AI Engineering and modern LLM systems. Learn advanced prompt engineering and set up a production-grade environment using uv. Work with the core tools behind enterprise AI platforms built for scale, privacy, and performance.

12 lessons
12 lessons
5 hr 31 min
5 hr 31 min

Week 2
AI System Design Principles

Structure AI projects for reliability and scale. Work with Pydantic to build type-safe systems and manage data across complex LLM workflows. Apply context engineering and design frameworks used by leading AI teams to create modular architectures that make debugging, testing, and scaling possible.

12 lessons
12 lessons
8 hr 23 min
8 hr 23 min

Week 3

AI Architectures & Containerization

Set up the backend infrastructure used in production-grade AI systems. Learn to work with FastAPI, Celery, Redis, Docker, MCP, PostgreSQL, and Alembic to run secure, scalable AI workflows. Understand how these components fit together to support real-world LLM applications with reliability and speed.

11 lessons
11 lessons
7 hr 13 min
7 hr 13 min

Week 4

Retrieval Augmented Generation (RAG)

Build complete RAG pipelines from scratch that ground AI responses in real data. Turn unstructured information into vectors and connect your LLMs to external knowledge sources for higher accuracy. Work with vector databases, hybrid search, and advanced algorithms to optimize retrieval performance.

12 lessons
12 lessons
6 hr 42 min
6 hr 42 min

Week 5

LLM Monitoring & Evaluations

Track every LLM trace in granular detail to understand exactly how your AI system behaves. Use Langfuse for monitoring and debugging performance at every step. Add guardrails that ensure reliable, safe outputs and build evaluation pipelines (evals) for continuous improvement across your AI stack.

10 lessons
10 lessons
7 hr 25 min
7 hr 25 min

Week 6

Deploying Your AI Applications

Deploy your AI system using FastAPI, Docker, and modern cloud best practices. Set up a VPS, manage SSL certificates with Caddy, and build CI/CD pipelines for automated deployment. Implement application tracking with Sentry and follow security principles that keep your AI systems safe in production.

8 lessons
8 lessons
5 hr 10 min
5 hr 10 min

I joined this course based on Dave's excellent YouTube content. And I can only say that my expectations of this outstanding course were exceeded many times over. This here deserves my utmost respect.
Michael Immink
AI Consultant

I joined this course based on Dave's excellent YouTube content. And I can only say that my expectations of this outstanding course were exceeded many times over. This here deserves my utmost respect.
Michael Immink
AI Consultant

Start today. Get instant lifetime access

GenAI Accelerator
$1,697
Finally connect the dots from all those tutorials. Master the complete GenAI stack and learn how top AI teams design, build, and ship production-ready systems.
Trusted by 350+ developers
65 in-depth lessons and labs
Hands-on projects to apply learnings
Lifetime access to course materials
Self-paced learning to fit your schedule
Masterclasses from industry experts
Private community of AI engineers
Access to the GenAI Launchpad
Course certificate upon completion
Proceed to Checkout

Try it, risk-free

I'm confident that you'll love this course. But if it's not the right fit, no worries! Get a refund within 30 days.

Reviews

You could be our next success story

- In a world full of half-baked YouTube reviews and amateurs posing as experts, Datalumina managed to stand out head and shoulders above the rest. They took me from pieced-together information to a confident AI engineer.
  Panashe Jerry Mundondo
  Data Scientist
- It gave me the knowledge and confidence to provide my customers with systems they can trust, systems that meet their security requirements and work predictably in production environments.
  Norman Holz
  Head of Engineering
- Even with 18 years in software engineering, I found immense value. You learn the why behind every architectural decision, not just the how.
  Nagadeep CS
  Software Engineer (VP)
- Very few courses cover the complete end-to-end AI engineering lifecycle, and this is definitely one of them. It's built around proven engineering principles and practices, with a focus on designing scalable AI applications.
  Rok Popov Ledinski
  AI Engineer
- The detailed level of instruction has given me the confidence to begin designing and implementing AI solutions for a variety of finance and education use cases.
  Richard Odoom
  Freelance Consultant
- Prior to this course, building AI into a project was scatter shot. I went from "Pretty sure we can do that" to "I know how to do that". If you're on the fence, dive in - the value is vast!
  Marcus Swift
  Founder & CEO
- To anyone considering this program: it's more than an investment, it's a gift. We're getting tremendous value for the money.
  Andrés Espinosa Sanfiel
  AI Engineer
- I joined this course based on Dave's excellent YouTube content. And I can only say that my expectations of this outstanding course were exceeded many times over. This here deserves my utmost respect.
  Michael Immink
  AI Consultant

How it works

1
1
Get instant access
Get instant access
Enroll and start learning today
The program is currently open. No application required. Join instantly and begin your journey whenever you’re ready.
The program is currently open. No application required. Join instantly and begin your journey whenever you’re ready.

2
2
Explore the academy
Explore the academy
Log in and get started
Once enrolled, you’ll unlock the full platform, including the curriculum, community, and support resources. No need to wait for a cohort to start.

3
3
Learn and build
Learn and build
Follow the structured program
Work through weekly modules, apply concepts in practical lab exercises, and build a complete AI application using our production framework.

Enroll Now

FAQ

Who is this program for?

What skills do I need to get started?

Is the GenAI Launchpad included in this?

What's the time commitment?

Will I build an actual project during the program?

What happens after I complete the program?

Who is this program for?

What skills do I need to get started?

Is the GenAI Launchpad included in this?

What's the time commitment?

Will I build an actual project during the program?

What happens after I complete the program?

Who is this program for?

What skills do I need to get started?

Is the GenAI Launchpad included in this?

What's the time commitment?

Will I build an actual project during the program?

What happens after I complete the program?

The GenAI fast-track to accelerate your career

Contact

info@datalumina.com

The GenAI fast-track to accelerate your career

Contact

info@datalumina.com

The GenAI fast-track to accelerate your career

Waste time on tutorials that don't lead anywhere

Struggle with overwhelm as frameworks change weekly

Miss out on the most exciting career shift of our lifetime

Waste time on tutorials that don't lead anywhere

Struggle with overwhelm as frameworks change weekly

Miss out on the most exciting career shift of our lifetime

Learn how to build AI systems companies actually need

Master design patterns that work consistently across projects

Join a community of engineers solving real AI challenges together

65 in-depth lessons and labs

Hands-on projects to apply learnings

Lifetime access to course materials

Self-paced learning to fit your schedule

Masterclasses from industry experts

Private community of AI engineers

Access to the GenAI Launchpad

Course certificate upon completion