Water Consumption in GenevaExplores water consumption data in Geneva, including charts on consumption and losses, available datasets, and data processing phases.
Spark Data FramesCovers Spark Data Frames, distributed collections of data organized into named columns, and the benefits of using them over RDDs.
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.
Version Control with GitIntroduces version control with Git, focusing on repository setup, committing changes, and collaboration.
Data Science EssentialsCovers the essentials of data science, including data handling, visualization, and analysis, emphasizing practical skills and active engagement.
Behavioural Control in Animals and RobotsExplores controlling behavior in animals and robots, covering historical perspectives, neuron activation, Drosophila model, advanced techniques, and mini-project organization.