Types of Algorithms
Supervised Learning
Unsupervised Learning
Reinforcement Learning
Algorithms for Any Kind of Data
Structured data
- Linear Learner
- Factorization Machines
- XGBoost
- K-Means
- Principal Component Analysis
- Random Cut Forest
Image data
- Image Classification
Natural Language data
- Sequence2Sequence
- Neural Topic Modeling
- Latent Dirichlet Allocation
- Blazing Text
Time Series data
- DeepAR
SageMaker Built-in Algorithms
- Regression algorithms
- Clustering algorithms
- Classification algorithms
- Image analysis algorithms
- Text analysis algorithms
- Anomaly detection algorithms
- Reinforcement algorithms
- Forecasting algorithms
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