Machine learning, statistics and applied AI
For professionals who need to understand modelling, data preparation, machine learning workflows and AI applications with more depth than awareness training.
Related MSc routeContinuing Professional Education
ECTS-bearing learning for working professionals.
DSTI opens selected modules from its specialist MSc ecosystem to professionals and organisations who need serious capability in data, AI, cloud, analytics, cyber security and digital systems.
01 — Model
Shorter than a degree, still academically serious.
Continuing Professional Education is separate from graduating education. It is designed for professionals who want targeted modules, assessed completion and a formal transcript, rather than a full Bachelor, MSc or Executive MSc route.
Selected DSTI modules
Learning content is drawn from DSTI’s specialist ecosystem in computer science, data, AI, cloud, analytics, cyber security and information systems.
Assessment included
Participants complete the relevant examinations, projects or assessments. Academic validation is what makes the route credible.
ECTS transcript
After successful validation, DSTI can issue a transcript indicating the completed course units and corresponding ECTS credits.
02 — Learning areas
Build a route from DSTI’s technical strengths.
The exact scope is defined after discussion, so the learning route matches the participant’s background, professional objective and available time.
Pipelines, platforms and infrastructure
For teams working with databases, cloud platforms, data pipelines, DevOps practices and AI-ready information systems.
Related MSc routeFrom data to organisational decisions
For professionals who need analytics, automation, reporting, visualisation and enough technical independence to work with IT and data teams.
Related MSc routeSystems, infrastructure and protection
For professionals who need stronger technical literacy around security, infrastructure hardening, cloud security, cyber operations and safe behaviour.
Related MSc route03 — ECTS & assessment
ECTS credits mean validated learning.
DSTI’s continuing professional education keeps the same academic logic as the rest of the school: learning is confirmed through assessment, and validated modules can be documented through ECTS credits.
Academic validation
Course completion includes exams or assessed work.
Attendance alone does not define completion. Participants are expected to complete the required assessments for the selected modules, according to the academic requirements of the course unit.
Transcript
ECTS credits are shown after validation.
Validated modules can appear on a DSTI transcript with the corresponding ECTS credit value, giving the learning route a clear academic record.
Future progression
A future degree route remains a separate decision.
Completed modules may help document prior learning. Admission into a Bachelor, MSc or Executive MSc route remains subject to the relevant admissions criteria and programme regulations.
04 — Formats
Flexible formats for real working lives.
The most practical format for many professionals is Online asynchronous study. Live or on-campus participation can be discussed when timing, cohort size and course availability make it realistic.
Online asynchronous
Study with a flexible rhythm while keeping access to structured academic content and assessment expectations.
Live or on-campus access
Possible in selected situations after scoping, depending on the module, calendar and practical feasibility.
Company teams
A route can be discussed for organisations that want to upskill a team around a coherent set of technical objectives.
Pricing
Pricing starts from a clear professional education rate.
Continuing Professional Education is priced at €28 per hour, with a minimum 50-hour route. The final proposal confirms the modules, ECTS volume, assessment pattern and delivery format after a short scoping conversation.
Understand CPE pricingNext step
Start with a scoped conversation.
Tell us whether the objective is individual upskilling, company training, ECTS-bearing validation, or a possible future Executive MSc / MSc pathway. DSTI will help identify a realistic route.