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Alteryx advanced certification help
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Module 7
Fundamentals of Predictive Analytics
1
Alteryx Predictive Workflow
Describe the standard predictive modeling workflow in Alteryx.
2
Regression, Classification, and Clustering
Differentiate between regression, classification, and clustering problems.
3
Impute Missing Values for Modeling
Prepare data for modeling by handling missing values with the Imputation tool.
Data Cleansing and Transformation
Apply data cleansing and transformation techniques, such as feature scaling.
5
Creating Datasets with the Create Samples Tool
Use the Create Samples tool to create training, validation, and holdout datasets.
6
Data Partitioning for Unbiased Model Validation
Explain the importance of data partitioning for unbiased model validation.
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Applied Spatial Analytics
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Predictive Modeling: Linear Regression