| Platform | Purpose | |----------|---------| | Fit Model | Regression / ANOVA | | Partition | Decision trees | | Neural | Neural networks | | Model Screening | Compare many models | | DOE (Custom Design) | Design of experiments | | Predictive Modeling | Validation, cross-validation | | Multivariate Methods | PCA, clustering |
JMP 17 Pro introduced several high-impact platforms and improvements: 0;16; 0;4f8;0;412;
JMP Pro is designed for more complex data challenges. Key differences include: 0;16;
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System Requirements: JMP 17 Pro is a native 64-bit application. It requires Windows 10/11 (or macOS 11+), 8GB RAM (16GB recommended), and 3GB of hard drive space. For the Pro features, a CPU with at least 4 cores (6+ recommended) is strongly advised.
: Enhanced tools for analyzing spectral data, sensor streams, and time series by converting discrete measurements into continuous functions. Autotune for Hyperparameters
JMP 17 Pro features an enhanced, bi-directional Python integration. Users can execute Python scripts directly from the JSL environment, pass data tables native to both environments, and return Python-generated graphics back into JMP report windows. This allows teams to combine open-source machine learning libraries like scikit-learn or TensorFlow with JMP’s interactive data visualization tools. Deployment and Collaboration | Platform | Purpose | |----------|---------| | Fit
While previous versions had a basic model comparison, adds ensemble modeling . You can now run 15 different models (Logistic, Decision Tree, Neural, XGBoost) simultaneously. The new "Model Comparison" platform uses cross-validation by default, showing you which model will actually generalize to new data—not just fit your training set.
A point-and-click tool that records interactive sessions into graphical scripts for repeatable data preparation and reproducible analysis.
: A guided platform designed to lead new users step-by-step through the design and analysis of an experiment, offering both guided and flexible modes. JMP Search It requires Windows 10/11 (or macOS 11+), 8GB
To download a free 30-day trial of JMP 17 Pro, visit the official SAS/JMP website. Academic discounts are available for qualified institutions.
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