Machine learning with SAS Viya
Master machine learning with SAS Viya! Machine learning can feel intimidating for new practitioners. Machine Learning with SAS Viya provides everything you need to know to get started with machine learning in SAS Viya, including decision trees, neural networks, and support vector machines. The analy...
| Other Authors: | |
|---|---|
| Format: | eBook |
| Language: | Inglés |
| Published: |
Cary, North Carolina :
SAS Institute
[2020]
|
| Edition: | 1st edition |
| Subjects: | |
| See on Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009630932506719 |
Table of Contents:
- Introduction to machine learning
- Preparing your data: introduction
- Preparing your data: missing and unstructured data
- Preparing your data: extract features
- Discovery: selecting an algorithm
- Decision trees: introduction
- Decision trees: improving the model
- Decision trees: ensemble and forests
- Neural networks: introduction and model architecture
- Neural networks: optimizing the model and learning
- Support vector machines
- Model assessments and deployment
- Additional model manager tools and open-source code.
