# Data Science
> [!summary] What? Data Science is about knowledge discovery from big data.
- Four V's of big data: Volume, Velocity, Variety, Veracity
## Modules
- [[data-management|Managing Data]]
- [[classification|Classification]]
- [[ml|Machine Learning]]
- [[knn|K Nearest Neighbors (KNN)]]
- [[decision-tree|Decision Tree]]
- [[bayes#Naive Bayes|Naïve Bayes]]
- [[svm|Support Vector Machine (SVM)]]
- [[nn|Neural Networks]]
- [[model-evaluation|Model Evaluation]]
- [[embedding|Vector Embeddings]]
- [[clustering|Clustering]]
- [[k-means|K-Means]]
- [[dbscan|DBSCAN]]
- [[pca|PCA]]
- [[t-sne|t-SNE]]
- [[inference|Statistical Inference]]
- [[linear-regression|Linear Regression]]
- [[logistic-regression|Logistic Regression]]
- [[causality|Causality]]