Machine Learning Practical Stuffs

Dataset Preprocessing

1. Duplicate Removal.
2. Data Formatting.
3. Rectification of invalid fields.
4. Filling of Missing Fields.
5. Normalization.
6. Data Visualization.

Concept Learning

1. Find S.
2. List Then Elimination.
3. Candidate Elimination.

Neural Networks

1. Single Layer Perceptron.
2. Multiple Layer Perceptron.