Terms in and around AI

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Terms in and around AI by Mind Map: Terms in and around AI

1. Types of Learning

1.1. supervised

1.2. unsupervised

1.3. semisupervised

1.4. reinforcement learning

1.5. incremental learning

2. Artificial Intelligence

3. Machine Learning

3.1. by underlaying technology

3.1.1. mimics humans

3.1.1.1. Neuronal Networks (NN)

3.1.1.1.1. Deep Learning

3.1.1.1.2. types

3.1.1.1.3. Backpropogation

3.1.2. classic approaches

3.1.2.1. Clustering

3.1.2.1.1. k-means

3.1.2.2. Classification

3.1.2.2.1. Decision Trees

3.1.2.2.2. k-Nearest Neighbor

3.1.2.2.3. Support Vector Machines

3.1.2.3. Regression

3.1.2.3.1. Linear Regression

4. Generalization

5. AI Usecases

5.1. Speech Recogniton

5.2. Language Processing

5.2.1. Chatbots

5.3. Robotics

5.4. Anomaly Detection

5.5. Computer Vision

5.6. ... much more

6. Big Data

7. Data Analysis

8. Data Science

9. Evolutionary algorithm

10. Data Mining

11. Machine Learning Model

12. Turing Test

13. Dimensionality reduction