Active Neuron Academy
Teaching portfolio
The team delivers higher education and continuous training — including institutional undergraduate modules and EU PRR programmes with Europe-recognised qualifications. Corporate workshops: Programmes. Publications: Insights | Google Scholar.
Teaching approach
Practical work first when it fits. Sessions mix hands-on exercises with theory, tied to everyday examples so ideas stay easy to grasp. Classes stay open for discussion, not one-way slides.
Corporate training
Same lab-first style for engineering and data teams, and for non-technical groups who need practical literacy without jargon overload. Topics, formats, and booking: Programmes.
Delivered workshops
SQL for non-technical teams
Three-day SQL training designed for participants without a technical background.
From traditional ML to generative AI
Delivered for data science and engineering teams moving from classical ML pipelines to generative AI in production. Covered model selection, evaluation, retrieval design, and deployment patterns grounded in regulated fintech work.
Learning on the Graphs workshop
Hands-on workshop on graph representation learning — from feature engineering on relational data through to graph neural networks, with exercises tied to network and transaction-graph use cases.
Employing agentic AI in industry
Workshop on how to put agentic AI to work in industry: integrating autonomous agents into existing workflows, tool orchestration, governance, and practical patterns teams can deploy for measurable impact.
University teaching
Higher education & continuous training
Undergraduate (BSc)
Continuous training (PRR)
EU-sponsored PRR program: diverse courses and Europe-recognised qualifications, with emphasis on applied skills.
- Databases (theoretical & practical)
- Programming in Python (practical)