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Artificial Intelligence (AI), Subsections of artificial intelligence ,…
Artificial Intelligence (AI)
Machine Learning
Supervised Learning
Logistic regression
k-nearest-neighbor (k-NN)
Support Vector Machines (SVM)
Decision Tree (DT)
Random Forest (RF)
Boosting
Bagging
Naive Bayes
Unsupervised Learning
K-means
Principal Component Analysis (PCA)
Isometric Mapping (ISOMAP)
Locally Linear Embedding (LLE)
t-distributed Stochastic Neighbor Embedding (t-SNE)
Kernel Principal Component Analysis (KPCA)
Multidimensional Scaling (MDS)
Deep Learning
Deep Feed Forward Networks (DFFNN)
Convolution Neural Networks (CNN)
Recurrent Neural Networks (RNN)
Siamese Neural Networks
Transformers
Generative Adversaria Networks (GAN)
Graph Neural Networks (GNN)
Reinforcement Learning
Transfer Learning
Planning
Robotics
Expert systems
Speech
Vision
Natural Language Processing
Subsections of artificial intelligence
Adapted from:
Wang
et al.
(2021) Mukhamediev
et al
. (2022)