Machine Learning

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Machine Learning by Mind Map: Machine Learning

1. Overview

1.1. What is

1.2. Types

1.2.1. Supervised learning

1.2.2. Unsupervised learning

1.2.3. Reinforcement learning

1.3. Applications

1.3.1. Spam email filters

1.3.2. Handwriting recognition

1.3.3. Google streetview - blur out faces and licence plates

1.3.4. Speech recognition

1.3.5. Data mining

1.3.6. Predit housing prices

2. Classification

2.1. Applications

3. Recommendations

3.1. What is

3.2. Example

3.2.1. IMDB movie recommendation

3.2.2. Netflix

3.2.3. Amazon

3.2.4. Dating sites

3.2.5. Social recommendations

3.3. Types

3.3.1. User based

3.3.2. Item based

4. Clustering

4.1. Applications

4.1.1. Document tagging