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Machine Learning
Uncover hidden patterns and relationships, automate analyses and predict future outcomes.
Featuring advanced data preparation tools to deliver trustworthy insights.
Featuring advanced data preparation tools to deliver trustworthy insights.
![](https://cdn.graphpad.com/assets/17.15.0/assets/images/graphpad/survival-analysis/graphic-step-graph-576.png)
Discover Trends
Organize your data into meaningful groups based on similarity with these unsupervised ML techniques.
![](https://cdn.graphpad.com/assets/17.15.0/assets/images/graphpad/machine-learning/image-1.png)
![](https://cdn.graphpad.com/assets/17.15.0/assets/images/graphpad/machine-learning/image-2.png)
Simplify Data
Use Dimensionality Reduction to transform your data into more interpretable and efficient formats, while retaining as much information (variance) as possible with these unsupervised ML techniques.
![](https://cdn.graphpad.com/assets/17.15.0/assets/images/graphpad/machine-learning/image-3.png)
![](https://cdn.graphpad.com/assets/17.15.0/assets/images/graphpad/machine-learning/image-4.png)
GLMs for Wide Applicability
Train Generalized Linear Models models using data with known outcomes, allowing you to predict future data behavior and gain valuable insights.
![](https://cdn.graphpad.com/assets/17.15.0/assets/images/graphpad/machine-learning/image-5.png)
![](https://cdn.graphpad.com/assets/17.15.0/assets/images/graphpad/machine-learning/image-6.png)
![](https://cdn.graphpad.com/assets/17.15.0/assets/images/graphpad/machine-learning/image-7.png)
Visualizations to Enhance Insights
Prism's visual tools for ML techniques make it easier to interpret clustering results and effectively communicate your findings.
![](https://cdn.graphpad.com/assets/17.15.0/assets/images/graphpad/machine-learning/image-8.png)
![](https://cdn.graphpad.com/assets/17.15.0/assets/images/graphpad/machine-learning/image-9.png)
Machine Learning Highlights
Highlights:
- Hierarchical & K-means Clustering
- Dimensionality Reduction
- Generalized Linear Models
- Dendrograms
- Confidence Ellipses & Convex Hulls
Discover deeper insights from your experiments with Prism’s built in machine learning tools.
Designed specifically for scientists, Prism’s machine learning tools remove unnecessary information, automatically group similar data points, and help you see hidden connections.
Advanced visualizations clarify these relationships, giving you a clearer picture of your research.
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