Apple Esemény- sorozat 1. alkalom: 2024. április 25.

SAS Visual Data Mining and Machine Learning in SAS Viya: Interactive Machine Learning

VDMO35
2 nap
212 000 Ft + ÁFA
tanfolyamkezdési időpontok:
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A tanfolyamról

This course provides a theoretical foundation for SAS Visual Data Mining and Machine Learning, as well as hands-on experience using the tool through the SAS Visual Analytics interface. The course uses an interactive approach to teach you visualization, model assessment, and model deployment while introducing you to a variety of machine learning techniques.

The latest version of the e-learning course uses the revised title “Interactive Machine Learning in SAS Viya.”
 

Ismerje meg hogyan:

  • Train a Bayesian network.
  • Train a forest model.
  • Train a gradient boosting model.
  • Train a neural network.
  • Train a support vector machine.
  • Train factorization machines.
  • Compare models.
  • Export model score code and score a model.
  • Transfer analytical models from SAS Visual Analytics to Model Studio.

Kinek ajánljuk

  • Predictive modelers, business analysts, and data scientists who want to take advantage of SAS Visual Data Mining and Machine Learning for highly interactive, rapid model fitting in SAS Viya

A képzés angol nyelven folyik.
A képzés elérhető e-learning formában is, kérjen ajánlatot.

Tematika

Introduction to SAS Visual Data Mining and Machine Learning

  • Overview.
  • Data exploration.
  • SAS Viya: details.

Machine Learning Algorithms

  • Introduction.
  • Neural networks.
  • Support vector machines.
  • Forests.
  • Gradient boosting.
  • Bayesian networks.

Model Assessment and Implementation

  • Model assessment.
  • Scoring.
  • Integration with Model Studio.

Factorization Machines

  • Different types of recommendation systems.
  • Explaining factorization machines.

Kinek ajánljuk

Előfeltételek

Before attending this course, you should:

  • Be acquainted with SAS Visual Statistics.
  • Have at least an introductory-level familiarity with machine learning techniques and statistical modeling.

A tanfolyam SAS Visual Data Mining and Machine Learning szoftver használatára épül.

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