"I believe that at the end of the century the use of words and general educated opinion will have altered so much that one will be able to speak of machines thinking without expecting to be contradicted."

― Alan Turing

Artificial intelligence
History Timeline Progress AI winter
Philosophy Ethics Existential risk Turing test Chinese room Control problem Friendly AI
Major goals Knowledge reasoning Planning Machine learning Natural language processing Computer vision Robotics Artificial general intelligence
Approaches Symbolic Deep learning Bayesian networks Evolutionary algorithms
Technology Applications Projects Programming languages
Problems Classification Clustering Regression Anomaly detection AutoML Association rules Reinforcement learning Structured prediction Feature engineering Feature learning Online learning Semi-supervised learning Unsupervised learning Learning to rank Grammar induction
Supervised learning (classification • regression) Decision trees Ensembles  Bagging Boosting Random forest k-NN Linear regression Naive Bayes Artificial neural networks Logistic regression Perceptron Relevance vector machine (RVM) Support vector machine (SVM)
Clustering BIRCH CURE Hierarchical k-means Expectation–maximization (EM) DBSCAN OPTICS Mean-shift
Dimensionality reduction Factor analysis CCA ICA LDA NMF PCA PGD t-SNE
Structured prediction Graphical models  Bayes net Conditional random field Hidden Markov
Anomaly detection k-NN Local outlier factor
Artificial neural network Autoencoder Deep learning DeepDream Multilayer perceptron RNN  LSTM GRU ESN Restricted Boltzmann machine GAN SOM Convolutional neural network  U-Net Transformer Spiking neural network
Reinforcement learning Q-learning SARSA Temporal difference (TD)
Theory Bias–variance tradeoff Computational learning theory Empirical risk minimization Occam learning PAC learning Statistical learning VC theory
Machine-learning venues NeurIPS ICML ML JMLR ArXiv:cs.LG
Glossary of artificial intelligence
List of datasets for machine-learning research Outline of machine learning

Open Access Books

• Quantitative Ecology: A New Unified Approach
• Human Resource Management
• Organizational Behavior
• Stand up, Speak out
• Financial Accounting
• Mapping, Society, and Technology
• Information Systems
• College Success
• Information Strategies for Communicators
• Business Communication for Success
• Research Methods in Psychology
• Project Management from Simple to Complex
• Immigrant and Refugee Families
• Species-Habitat associations: Spatial Data • Predictive Models • Ecological Insights
• An Introduction to Cooperation and Mutualism
• Introduction to Design Equity
• A Guide to Good Reasoning: Cultivating Intellectual Virtues
• "The Death of Ivan Ilich": An Electronic Study Edition of the Russian Text
• Exploring Business
• Introduction to Psychology
• Principles of Macroeconomics
• Principles of Management
• Principles of Marketing
• Principles of Social Psychology
• Social Problems
• Understanding Media and Culture
• Writing for Success
• American Government and Politics in the Information Age
• Communication in the Real World
• Criminal Law
• Mastering Strategic Management
• Principles of Economics
• Sociology
• Linear Regression Using R: An Introduction to Data Modeling