Bayesian Optimization
Drive faster, more efficient innovation with the latest in intelligent experimentation
Innovate faster with less
Begin with small experiments, use data from earlier studies, and iteratively refine your search for the best factor settings as goals are met.
Learn with ease, see quick results
Make fewer assumptions and fewer mistakes with a streamlined, integrated modeling and data augmentation approach.
Reduce startup cost
Not every experiment needs to start from scratch. Achieve your goals faster by using historical data or salvaging a previous DOE.
Christopher Gotwalt, Senior Director, Advanced Analytics R&D
All the power. None of the complexity.
Extend the value of JMP to solve bigger and more challenging analytic problems with the latest data science techniques, including predictive modeling and machine learning.
The Profiler: More than model visualization and optimization
Working directly with the Profiler and improved algorithms for fitting Gaussian process models, Bayesian Optimization has eliminated much of the cumbersome statistical machinery that gets between the experimenter and the solution, while at the same time filling in institutional knowledge gaps.
Goal-directed augmentation
With as few as two starting experimental runs, Bayesian Optimization can suggest the best next run to maximize the information gained from every experimental dollar. Whether you have historical data or are beginning from scratch, you can learn quickly.
High stakes data advantage
In high process and product innovation industries with rapid learning cycles, Bayesian Optimization is impactful, significantly reducing the time and resources needed for experimental design.
Rapid learning from both response and run
Bayesian Optimization learns from the responses with each iteration and gives the experimenter more precise guidance than traditional approaches on when they can stop experimenting.
All the power. None of the complexity.
Extend the value of JMP to solve bigger and more challenging analytic problems with the latest data science techniques, including predictive modeling and machine learning.
JMP® Pro
All the power. None of the complexity.
Extend the value of JMP to solve bigger and more challenging analytic problems with the latest data science techniques, including predictive modeling and machine learning. Harness the power of best-in-class analysis performance while maintaining the flexibility of desktop software.
All the power. None of the complexity.
Extend the value of JMP to solve bigger and more challenging analytic problems with the latest data science techniques, including predictive modeling and machine learning.