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Explore AlgorithmsL
RegressionLinear Regression
Predict numeric values from continuous data
L
ClassificationLogistic Regression
Classify data into binary categories
D
ClassificationDecision Tree
Make decisions through a series of questions
K
ClassificationKNN
Classify by finding similar examples nearby
S
ClassificationSVM
Find the optimal boundary between classes
R
ClassificationRandom Forest
Combine many decision trees for better accuracy
N
ClassificationNaive Bayes
Classify using probabilities and Bayes' theorem
C
Deep LearningCNN
Recognize patterns in images using neural networks
T
Deep LearningTransformers
Understand text by learning word relationships
K
ClusteringK-Means
Group data into clusters by similarity
R
Deep LearningRNN
Predict sequences by learning temporal patterns
G
Deep LearningGAN
Generate data by adversarial competition between networks