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Artificial Intelligence, Data science - Coggle Diagram
Artificial Intelligence
Machine Learning
Deep Learning
Data
Numerical
Categorical
Time Series
Text
Target
Features
Tasks
Supervised
Classification
Features
Testing Set
Training Set
Balanced training set
Oversampling
Undersampling
unbalanced training set
Algorithms
Support Vector Machines
Neural Networks
Dummy Classifiers
Classes
Regression
Unsupervised
Clustering
Association Analysis
Algorithms
Logistic regression
decision trees
K-Nearest Neighbors
Source
Neural Networks
Source
)
Assessment
Error measurements (supervised)
Confusion Matrix
Accuracy
Recall
Precision
F1 Score
Statistical Analysis (Unsupervised)
Data science
