Data Science EssentialsCovers the essentials of data science, including data handling, visualization, and analysis, emphasizing practical skills and active engagement.
Water Consumption in GenevaExplores water consumption data in Geneva, including charts on consumption and losses, available datasets, and data processing phases.
Introduction to Applied Data AnalysisIntroduces the Applied Data Analysis course at EPFL, covering a broad range of data analysis topics and emphasizing continuous learning in data science.
Air Pollution Data AnalysisCovers the analysis of air pollution data, focusing on R basics, visualizing time series, and creating summaries of pollutant concentrations.
Urban Metabolism AnalysisExplores systemic environmental assessment, national material flow analysis, and urban metabolism dashboard development for Zurich using open data.
Data Science FundamentalsCovers the fundamentals of data science, the scientific method evolution, the role of a data scientist, and the significance of data as the new oil.
Data Science FundamentalsCovers the fundamentals of data science, emphasizing breadth over depth and practical application in machine learning and data analysis.