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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 ViyaŠtruktúra kurzu
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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.
Ensemble Machine Learning Algorithms
- Ensemble models.
- Forests.
- Gradient boosting.
Model Assessment and Implementation
- Model assessment.
- Scoring.
- Integration with Model Studio.
Factorization Machines
- Types of recommendation systems.
- Explaining factorization machines.