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Related lectures (32)
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Headline Analysis: Language Impact & Success
Explores the influence of language on headline success through real-world data analysis and statistical testing.
Textual Data Analysis: Classification & Dimensionality Reduction
Explores textual data classification, focusing on methods like Naive Bayes and dimensionality reduction techniques like Principal Component Analysis.
Data Visualization: Techniques, Tools & Concepts
Covers data visualization techniques, tools, and concepts for effective data representation.
Air Pollution Data Analysis
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
Delves into culturomics, a computational approach to studying cultural trends through quantitative analysis of digitized textual data.
Principal Component Analysis: Dimension Reduction
Covers Principal Component Analysis for dimension reduction in biological data, focusing on visualization and pattern identification.
Data Visualization & Storytelling
Delves into data physicalization, expressiveness, feminist visualization, and the balance between exploration and explanation in data visualization.
Super-vision: Celebrating EPFL's Doctoral Theses History
Explores EPFL's doctoral theses history, data visualization, and the innovative D3 approach.
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.
Data Visualization: Principles and Practices
Explores data visualization principles, including chart navigation, histograms, scatter plots, box plots, and color usage.
