Mood disorders and urban environment

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Related lectures (32)

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Structuring exploratory spatial data analysis

Explores the structured approach to exploratory spatial data analysis, emphasizing the importance of analytical frameworks and the Visual Seeking Mantra.

Linear Regression and Logistic Regression

Covers linear and logistic regression for regression and classification tasks, focusing on loss functions and model training.

Environmental Legislation and Construction Law

Explores environmental legislation, pollution control, noise regulations, and construction impact on the environment.

Supervised Learning Essentials

Introduces the basics of supervised learning, focusing on logistic regression, linear classification, and likelihood maximization.

Environmental Legislation and Noise Protection

Explores environmental legislation, noise protection, and exposure limits for road traffic and aircraft noise.

Introduction to Applied Data Analysis

Introduces the Applied Data Analysis course at EPFL, covering a broad range of data analysis topics and emphasizing continuous learning in data science.

Introduction: organization and requirements

Covers course organization, spatial statistics, epidemiological data analysis, and group project work.

Effects of Noise: Introduction

Explores the impact of noise on health, sleep, cognition, and cardiovascular health.

Environmental Noise Impact Studies

Explores environmental noise, its characteristics, impact on health, measurement methods, and legal regulations.

Logistic Regression: Vegetation Prediction

Explores logistic regression for predicting vegetation proportions in the Amazon region through remote sensing data analysis.