Machine Learning Using SAS Viya

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  • Course Overview
    • In this module, you meet the instructor and learn about course logistics, such as how to access the software for this course.
  • Getting Started with Machine Learning using SAS® Viya®
    • In this module, you learn how you can meet today's business challenges with machine learning using SAS® Viya®. You start working on the project that runs throughout the course.
  • Data Preparation and Algorithm Selection
    • In this module, you learn to explore the data and finish preparing the data for analysis. You also learn some general considerations for selecting an algorithm.
  • Decision Trees and Ensembles of Trees
    • In this module, you learn to build decision tree models as well as models based on ensembles, or combinations, of decision trees.
  • Neural Networks
    • In this module, you learn to build neural network models.
  • Support Vector Machines
    • In this module, you learn to build support vector machine models.
  • Model Deployment
    • In this module, you learn how to select the model that best meets the requirements of your business challenge and put the model into production. You also learn about managing the model over time.

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