Lectures related to Design and Digital Humanities

Explores data analysis techniques, emphasizing time series prediction in a flipped classroom setting.

Explores trend analysis in Excel using rent data from 1995 to 2023.

Transdisciplinarity: Integrative Research Approach

Explores transdisciplinarity in integrative research and sustainable landscape development.

Machine Learning in Philanthropy and Non-Profit

Delves into the application of machine learning in enhancing human rights documentation and advocacy for organizations like HURIDOCS.

Data Visualization: Excel Charts

Covers the basics of creating and customizing charts in Excel.

Super-vision: Celebrating EPFL's Doctoral Theses History

Explores EPFL's doctoral theses history, data visualization, and the innovative D3 approach.

Hydrostatic Pressures Figure in ECG

Analyzes hydrostatic pressures in ECG using Excel tools for data visualization.

Introduction to HCI and Interaction Design

Covers the basics of HCI, emphasizing usability, playfulness, and the importance of professional training in design.

Case Study: GIS and Participatory Planning MOOC: Geographical Information Systems 1

Explores GIS application in participatory planning through case studies in Thies and Seychelles, emphasizing the importance of simplicity and user engagement.

Principal Component Analysis: Dimension Reduction

Covers Principal Component Analysis for dimension reduction in biological data, focusing on visualization and pattern identification.

Introduction to Applied Data Analysis

Introduces the Applied Data Analysis course at EPFL, covering a broad range of data analysis topics and emphasizing continuous learning in data science.

Regulations: Figures of Regulations

Covers the analysis of ECG heart rate data and respiratory flow measurements using Excel.

Respiration Figures: Normal Breathing Patterns

Covers the analysis of respiratory figures and ECG heart rate data.

Input - Output Functions MOOC: MATLAB and Octave for Beginners

Introduces functions for input and output operations in a program.

Robust Design: Trade-off Management in Mechanical Development

Emphasizes the importance of managing trade-offs for product robustness in mechanical design, using Multi-objective Monotonicity Analysis for quantitative analysis and systematic redesign efforts.

Neural Electrodes

Discusses the design and challenges of neural electrodes, focusing on reliability and interface mechanisms.

Collaborative Data Science: Tools and Techniques

Introduces collaborative data science tools like Git and Docker, emphasizing teamwork and practical exercises for effective learning.

Modeling Class: Vesta Software Visualization

Explores crystal structure visualization using Vesta software for CCP and HCP arrangements.

Data Science Essentials

Covers the essentials of data science, including data handling, visualization, and analysis, emphasizing practical skills and active engagement.

Sustainable Resilient Value Chains: Circular Economy Insights

Covers the transition to circular economy and sustainable value chains in manufacturing.