# AI

This mind map is about AI. Start to use a mind map to express and organize your ideas and knowledge right now.

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Outline

AI

Deep Learning

Neural Networks

Predictive Analytics

Regression techniques

Linear regression model

Discrete choice models

Logistic regression

Multinomial logistic regression

Probit regression

Time series models

Survival or duration analysis

Classification and regression trees (CART)

Multivariate adaptive regression splines(MARS)

Machine learning techniques

Neural networks

Multilayer perceptron (MLP)

Radial basis functions

Support vector machines

Naïve Bayes

k-nearest neighbours (KNN)

Geospatial predictive modeling

Speech Recognition

Expert Systems

Robotics: Motion andManipulation

Social Intelligence

Natural Language Processing(NLP)

Perception: Computer Vision

Planning and scheduling

Knowledge Representation

Deduction, Reasoning, ProblemSolving

Machine Learning (ML)

Supervised Learning

Regression e.g

Linear

Polynomial

Classification e.g

KNN

Decision Trees

Random Forests

Linear classifiers e.g

Naive-Bayes

Logistic Regresion

Perceptron

Fisher&#39;s linear discriminant

Support Vector Machines (SVM)

Least squares support vector machines

other related topics

Inductive Logic Programming (ILP)

Association Rule Learning

Unsupervised Learning

Clustering e.g

k-means

k-medians

hierarchical clustering

Non Clustering

Reinforcement Learning