PROGRAM AI 2030 - AI that pays for itself
PROGRAM AI 2030 is 8 courses and 28 projects, each ending in a business result, not a slide deck. You pay once and get the whole path, from your first working project to keeping models running in production. All courses are currently available in Polish only.
Master the full AI workflow in your business
Eight courses take you from your first working project to keeping models running in production. Each of the 28 projects solves a problem for a specific business role, so you practise decisions with real financial impact.
See why PROGRAM AI 2030 pays for itself
A few minutes on what you actually get from the flagship program - and who it's for.
The 8 courses in the program
You buy the program once, as a single path made of eight courses. The first course is available right away; the rest have their own start dates, from October 2026 to April 2027. Below are all eight, in the recommended order.
From hobbyist AI builder to professional
Build a working project from scratch to deployment and gain the confidence you need to create AI solutions for businesses.
Become a specialist who defends decisions with data
Build a data contract that blocks bad input and put a price on every error, so you can justify decisions to the board with confidence.
Become a predictive modelling practitioner (regression and classification)
Turn company data into four working solutions; measure their value in money and hand uncertain cases to humans.
See what others miss in the data (anomalies, clustering, computer vision)
Build a useful customer segmentation and detect anomalies in unlabeled data. Check how reliable your results are and use them with confidence.
Become a planner who's ahead of next week (time series)
Build three forecasts with uncertainty ranges and turn them into order quantities, shift staffing and cash reserves. Stop relying on historical averages.
Turn a forecast into an operational decision (optimisation, allocation, RL)
Pick the right tool and build five solutions for routes, pricing, production, marketing and purchasing, accounting for constraints, costs and risk.
Become a GenAI deployment designer (AI agents, LLMs, VLMs)
Go from a working demo to a secure system: test quality on verified datasets, control uncertainty and compare costs before deployment.
Keep your AI application under control (MLOps and LLMOps)
Deploy a model and track its versions in a model registry. Monitor decision quality and stop the solution depending on one person's knowledge.
What the program includes
- 70+ hours of practice
- An AI mentor in every course
- 28 projects based on real business processes
Who leads the program
Maciej Sobczak: Senior Data Scientist, AI Architect and CEO of IMPRV.AI.
For more than 15 years he has been building AI-based systems, combining scientific expertise with the design of innovative, large-scale solutions. During his career he has worked at Intuition Machines, DeepSee.ai, Viessmann, Sprinklr and CRISIL, among others, where he designed system architectures, deployed big data and AI products, and led international IT teams. He has co-created projects using machine learning, NLP, IoT, real-time data analysis and microservice architectures.
Who PROGRAM AI 2030 is for
PROGRAM AI 2030 is for anyone who wants to learn how to build real business value in the age of AI coding agents, and to know which class of machine learning algorithm to use for a given business problem. It's also a good fit for people who don't work with data day to day. The first two courses teach the basics of working on a project and with data from scratch. The others each solve a specific business problem: once they launch, you can take them separately and in any order, though we recommend the order listed above. You work through the courses at your own pace, in short sessions, with lifetime access to the material.
Frequently asked questions
How long do I have access to the courses?
You have lifetime access: you can come back to the material whenever you want.
Which course should I start with?
Start with the first course on the list: in 9.5 hours you take a project from a bare skeleton to deployment. The other courses each solve a specific business problem, from working with data to keeping models running in production. Once they launch, you can take them in any order, though we recommend the listed order.
Can I manage if I don't work with data day to day?
Yes. The first two courses teach the basics of working on a project and with data from scratch. You can take each of the other courses on its own, and the AI mentor helps whenever you get stuck.
What do I gain by buying the whole program instead of individual courses?
You pay 15% less than you would for the courses separately, and you get the whole path in one purchase, including the courses that launch later, so you don't have to decide what to buy along the way.
Does every course end with a certificate?
Yes. After each of the eight courses you get a separate certificate for the projects you completed in that course.
What do I do if I get stuck on a task?
You won't be left on your own. The AI mentor immediately points out the error and suggests the next step, and the community helps on Discord.
Ready for PROGRAM AI 2030?
See the full program in the store and start with the first course, available now.