Lectures related to Twitter Mood Analysis

Headline Analysis: Language Impact & Success

Explores the influence of language on headline success through real-world data analysis and statistical testing.

Principal Component Analysis: Dimension Reduction

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

Super-vision: Celebrating EPFL's Doctoral Theses History

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

Data Art: Creating Artworks from Scientific Data

Explores creating art from scientific data, showcasing the fusion of creativity and scientific rigor.

Visualizing Data: Techniques and Applications

Explores techniques and applications of data visualization, emphasizing the importance of effective communication and unconventional examples.

Digital Urban History: QGIS Practical Session

Covers the practical use of QGIS for spatial data analysis and visualization, including georeferencing historical maps and manipulating vector data.

Digital Transformation: Solutions and Data

Explores digital transformation opportunities, big data, analytics, and technology innovations in business and research.

Data Science Essentials

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

Data Visualization: Principles and Techniques

Covers principles and techniques of data visualization, emphasizing storytelling, anomaly detection, and effective communication of results.

Structuring exploratory spatial data analysis

Explores the structured approach to exploratory spatial data analysis, emphasizing the importance of analytical frameworks and the Visual Seeking Mantra.

World of Data: Visualization and Ethics

Explores data visualization's significance in communication and cognition, along with ethical considerations.

Data Exploration: Time Series Analysis

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

John Snow's Cholera Map

Explores Dr. John Snow's iconic cholera map and its impact on modern epidemiology through data visualization.

Evolution of Data Visualization: Legrady's Artistic Works

Delves into George Legrady's evolution in data visualization from 1975 to 2009, exploring classification and translation into visual experiences.

Data Visualization: Techniques, Tools & Concepts Log in to Mediaspace to watch this video

Covers data visualization techniques, tools, and concepts for effective data representation.

Air Pollution Data Analysis Log in to Mediaspace to watch this video

Covers the analysis of air pollution data, focusing on R basics, visualizing time series, and creating summaries of pollutant concentrations.

Digital Turn in History: Culturomics and Data Visualization Log in to Mediaspace to watch this video

Delves into culturomics, a computational approach to studying cultural trends through quantitative analysis of digitized textual data.

Data Visualization: Techniques and Applications Log in to Mediaspace to watch this video

Explores data visualization techniques, design impact, and interactive applications for effective information communication.

Urban Metabolism Analysis Log in to Mediaspace to watch this video

Explores systemic environmental assessment, national material flow analysis, and urban metabolism dashboard development for Zurich using open data.

Introduction to Machine Learning: Course Overview and Basics Log in to Mediaspace to watch this video

Introduces the course structure and fundamental concepts of machine learning, including supervised learning and linear regression.