Lectures related to Spamming | EPFL Graph Search

Building Usenet: Specifications and Message Format

Explores the history, specifications, and limitations of Usenet, emphasizing message format and broadcast efficiency.

Logistic Regression: Interpretation & Feature Engineering

Covers logistic regression, probabilistic interpretation, and feature engineering techniques.

Unsupervised Learning: PCA & K-means

Covers unsupervised learning with PCA and K-means for dimensionality reduction and data clustering.

Link-Based Ranking: Introduction

Explores the significance of anchor text in link-based ranking and its impact on search results.

Link-Based Ranking: PageRank

Explores link-based ranking with a focus on PageRank algorithm and its practical application in web search engines.

Evolution of Usenet: From ARPANet to Commercial Spam

Explores the evolution of Usenet from ARPANet to commercial spam in the mid-1990s.

Digital Image Correlation: Practical

Focuses on the practical application of Digital Image Correlation for civil engineers, covering measuring displacement fields and computing strain fields.