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Lecture
Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture covers the fundamental concepts of statistical analysis, focusing on data exploration and inference. The instructor explains the importance of understanding the context of data collection, modeling uncertainty with probabilistic models, and quantifying uncertainty in statistical conclusions. Topics include connecting data and probabilities, estimating parameters, and the difference between statisticians and probabilists. The lecture also delves into statistical models, sampling distributions, and random samples. Practical examples and applications are provided to illustrate the concepts discussed.