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Predictive Analytics

Classification Models

Sometimes, rather than forecasting specific results, it is more useful to predict to which category your data will belong. In this course you’ll learn about classification models in Alteryx. You’ll explore the different techniques available for training and validating a predictive model and how these can be fitted to new datasets.

Advanced        13 Lessons        150 Minutes        CPD Credits
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About This Course

Delve deeper into the predictive modelling tools available in Alteryx. In this course you’ll explore the concept of classification models, and how they can be used to make predictions with future data.

You will prepare your data for classification. You’ll build classification models, including decision trees, naive bayes models, random forests and neural networks, analyzing the results of each. Finally, you will compare the different classification models.

By the end of this course, you will have a real sense of which model to use in each specific business case and you’ll have the skills necessary to incorporate the relevant data model into your Alteryx workflow.

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Learning Outcomes

  • Understand the applications of classification
  • Prepare data for classification
  • Build classification models, including decision trees, naive bayes models, random forest and neural networks
  • Analyze classification model results
  • Compare classification models

Lessons

1. Introduction to Predictive Modelling
2. Understanding Decision Tree Models
3. Configuring Decision Tree Models
4. Decision Tree Outputs
5. Comparing Decision Tree Models
6. Validating our Model

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7. The Confusion Matrix
8. Calculating Confusion Matrix Values
9. Adding a Boosted Model
10. Adding Other Advanced Models
11. Comparing Model Accuracy
12. Exporting Model Object
13. Fitting a Predictive Model to a New Dataset
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Each time you complete a course exam, you earn a certificate that demonstrates your proficiency in that subject matter. We are proud to be able to say that Kubicle certificates are recognized by the most respected employers from around the world.

When you earn internationally-recognized certificates, you increase confidence. And when you enhance your ability, speed and accuracy, you increase your employability.

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