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machine learning (Engineer) - Coggle Diagram
machine learning (Engineer)
Supervised machine learning
: [model learn from data]
common algorithms
linear regression
logistic regression
decision Tree
SVM
Random forest
examples
Predict student exam score (regression) or classify spam emails (classification)
Unsupervised machine learning
: [model learn pattern from unlabaled data]
common algorithms
K-means
DBSCAN
hiarichal clustering
PCA
examples
Group customers into segments for marketing
Semisupervised machine learning
:[mixed of labaled and unlabaled data]
common algorithms
self training
label prapogation
Reinforcement Learning (RL)
:[Agent learns by interacting with an environment and receiving rewards]
common algorithm
Q-learning
Deep Q network
policy gardient
Example
Training a robot to walk, AlphaGo winning at Go