Introduces the Applied Data Analysis course at EPFL, covering a broad range of data analysis topics and emphasizing continuous learning in data science.
Introduces the basics of machine learning, covering supervised and unsupervised learning, linear regression, and data understanding.
Covers the fundamentals of data science, emphasizing breadth over depth and practical application in machine learning and data analysis.
Covers the analysis of air pollution data, focusing on R basics, visualizing time series, and creating summaries of pollutant concentrations.
