Build practical AI and data skills with EPFL expertise and personalized support
Advance your skills with flexible online programs developed for professionals and jointly organized by the EPFL Extension School and the EPFL AI Center.
Learn at your own pace, apply your knowledge to real world problems and benefit from personalized guidance from experienced instructors, including one-to-one sessions and individual feedback.
Certificate of Open Studies (COS): Applied Data Analytics & Visualization
Develop practical expertise across the complete data analytics workflow with Python — from preparing and analysing data to working with text, images and time series, communicating insights and creating interactive dashboards.
The program covers data acquisition and preparation, statistical analysis, multimodal data, data visualization, storytelling and interactive dashboards.
COS – 10 ECTS
Microcredentials
These four microcredentials can be taken individually, allowing professionals to develop specific skills or progressively work towards the full Certificate of Open Studies.
Build the core skills to analyze, visualize and communicate data using Python, NumPy, Pandas, Matplotlib and Seaborn.
EPFL Microcredential – 3 ECTS
Learn professional approaches to retrieving, cleaning, integrating and analysing complex datasets, including statistical inference and reproducible reporting.
EPFL Microcredential – 3 ECTS
Move beyond tabular datasets and learn to process and analyse text, images and time-series data with Python.
EPFL Microcredential – 2 ECTS
Turn analytical results into interactive visualizations and decision-support applications using Python.
EPFL Microcredential – 2 ECTS
More AI programs coming soon
The EPFL AI Center is expanding its continuing education portfolio with additional programs in artificial intelligence and applied AI.
Discover current programs and check back for new learning opportunities.
