The EPFL Extension School Certificate in Elements of Data Science is a foundational, industry-relevant program that equips learners with essential Read more skills for working with data across the full data analysis pipeline. This course focuses on practical data literacy, teaching how to collect, clean, analyze, and communicate data effectively to support decision-making in real-world contexts EPFL What the Certificate Represents This certification demonstrates the ability to: Work with structured data (spreadsheets, datasets) Clean and organize messy or incomplete data Perform basic data analysis and visualization Use the R programming language and Tidyverse tools Create automated reports using R Markdown Translate data into clear, actionable insights The course is designed to build end-to-end understanding, meaning you don’t just analyze data, you understand how it flows from raw input to final decision-making EPFL . Skills Gained Through this program, you developed: Data cleaning and preprocessing skills Analytical thinking and problem-solving Data visualization techniques (e.g., charts, graphs) Reporting and storytelling with data Basic coding skills in R These are core entry-level data skills that employers expect across many industries. ⚙️ Learning Approach Fully online and self-paced Hands-on exercises and practical projects Real-world datasets and workflows Final project demonstrating applied skills The course typically involves around 35 hours of learning and applied work, focusing on doing, not just theory