ML101

What is Unsupervised learning?

Identification of hidden patterns and associations from data is unsupervised learning.

Learning from training data to make predictions about new data point is Supervised Learning.

Data Preparation (43)
- Dimensionality Reduction (9)
- General (5)
- Missing data (7)
- Standardization (6)
- Textual Data (16)
Deep Learning (23)
Machine Learning 101 (30)
Regularization (6)
Statistics 101 (38)
Supervised Learning (108)
- Classification (36)
  - Discriminant Analysis (5)
  - Naive Bayes (4)
  - Support Vector Machine (10)
- Classification & Regression Trees (CART) (23)
- Regression (46)
  - Generalized Linear Model (GLM) (9)
  - Linear Regression (27)
  - Logistic Regression (10)
Unsupervised Learning (46)
- Clustering (17)
  - Gaussian Mixture Models (5)
  - Hierarchical Clustering (4)
  - K-Means Clustering (10)