system-log-unsupervised-ml

System log and resource usage pattern analysis using PCA and K-Means clustering

LOG: Notebook 01 covers synthetic data generation and exploratory analysis. Subsequent notebooks focus on preprocessing, PCA, and clustering.

Project Pipeline

1. Data Exploration
2. Preprocessing
3. PCA Analysis
4. K-Means Clustering