Advanced Data Analytics 2025

ADA • HEC Lausanne • Fall Semester • Mondays 10:15-12:00 & 16:30-18:00

NOW

Week 1: Introduction to Machine Learning

ML Basics • Nuvolos Setup

Access Weekly Hub →

Essential Course Information

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Course Syllabus

Schedule • Grading • Requirements
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Weekly Materials

Lectures • Practice • Assignments
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Individual Project

Choose topic • Build • Learn
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Help & Support

Office hours • Contact • Resources

Platform Setup

Enroll in Nuvolos

Cloud computing environment
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GitHub

Version control & collaboration
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Course Schedule

Mon 10:15-12:00 & 16:30-18:00

Project Rules & Deadlines

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Mandatory Project Deliverables

Capstone project • 10-page report • GitHub repository • Video presentation

Go to Projects →
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Project Proposal

Individual project • Due last week of semester

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Technical Requirements

Python • Machine Learning • Data Analytics • Documentation

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AI Tools Welcome

LLMs and autonomous agents covered in Week 5

Contact & Office Hours

Professor

Simon Scheidegger

simon.scheidegger@unil.ch
Lead Teaching Assistant

Maria Pia Lombardo

mariapia.lombardo@unil.ch

TA sessions: Mon 17:15-18:00 • Fri by request
Teaching Assistant

Anna Smirnova

anna.smirnova@unil.ch

Support for generative AI & programming