Lecture

Biological Randomness and Data Analysis

In course

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Description

This lecture covers the importance of randomness in biological processes, focusing on thermal fluctuations, random walks, and extracting information from biological data. It discusses concepts such as entropy, covariance, and dimension reduction techniques. The instructor emphasizes the application of inference, machine learning, statistical physics, and information theory in understanding biological systems.

Instructor

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Official source

https://mediaspace.epfl.ch/media/0_sawgrnvi

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Ontological neighbourhood

Statistics

Statistical inference: Mathematical statistics

Chemistry

Biochemistry: Proteins

Computer engineering

Computer security: Pseudorandomness

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