JMP Pro - Analyzing Curves & Profiles using Functional Data Explorer Training Course and Workshop in Bangalore, Mysore, Chennai, Hyderabad, Pune, Mumbai, Delhi, Noida, Gurgaon, Kolkata

This JMP Pro - Analyzing Curves & Profiles using Functional Data Explorer training course helps you recognize and model functional data. It teaches to use the data as a response, such as the outcome for a designed experiment, or as new covariates or features, such as in a multivariate analysis.

Functional data are defined as a function, profile, or curve. They are a series of observations over time or any other continuous variable. These data can be modeled so that changes in the shape can be associated with changes in other variables.

By attending JMP Pro - Analyzing Curves & Profiles using Functional Data Explorer workshop, delegates will learn to:

Recognize functional data and their uses
Preprocess data to suit the functional data analysis
Select a model of the functions
Obtain optimal representations of the functions
Use the new representations as the responses in the analysis of a designed experiment

Attend a training on JMP Software: Data Exploration and JMP Software: ANOVA and Regression or have equivalent experience.

The JMP Pro - Analyzing Curves & Profiles using Functional Data Explorer class is ideal for:

Directors, managers, engineers, scientists, technicians, and analysts who work with functional data to design, develop, improve, and optimize a product or process

Explore Functional Data

Define functional data and their forms

Preprocess Functional Data

Identify different formats of functional data
Clean up functional data (recoding tasks)
Transform functional data output (centering and scaling, other common transformations)
Align functional data input

Fit Models of Functional Data

Describe a basis function expansion as a model for a continuous function
Optimize trade-off between model bias and variance with smoothing
Select splines or Fourier basis for the model
Fit the model
Select the best model
Diagnose the model

Extract Functional Principal Components

Describe the principal components analysis of continuous functions
Derive and use functional principal component scores

Functional Analysis of Experiments

Identify the goals of the analysis of an experiment
Estimate factor effects on the functional principal components

Encarta Labs Advantage

One Stop Corporate Training Solution Providers for over 6,000 various courses on a variety of subjects
All courses are delivered by Industry Veterans
Get jumpstarted from newbie to production ready in a matter of few days

Trained more than 50,000 Corporate executives across the Globe
All our trainings are conducted in workshop mode with more focus on hands-on sessions