SAS® Viya® and Python Integration for Machine Learning
SAS® Viya® and Python Integration for Machine Learning
POSI34 : POSI51
In this course, you learn to use the Python API to take control of SAS Cloud Analytic Services (CAS) actions from Jupyter Notebook. You learn to upload data into the in-memory distributed environment, analyze data, and create predictive models in CAS using familiar Python functionality via the SWAT (SAS Wrapper for Analytics Transfer) package. You then learn to download results to the client and use native Python syntax to compare models.
Learn How To
- Use the Python API in SAS Viya.
- Submit CAS actions from Python.
- Manage, alter, and prepare data on the CAS server.
- Implement and compare machine learning models on the CAS server.
- Move data between the client and server.
- Use Python syntax to wrap up CAS actions with functions and loops.
- Promote data to persist in memory.
Who Should Attend
Python users who want to take advantage of distributed analytics in SAS Viya for fast and efficient modeling
Prerequisites
Before taking this class, you should have experience writing Python programs for data analytics. There are no SAS prerequisites.
SAS Products Covered
SAS Viya;SAS Visual Data Mining and Machine Learning
Course Outline
SAS Viya and Open-Source Integration
- SAS Viya and SAS Cloud Analytic Services (CAS).
- Open-source development interfaces.
- Scripting Wrapper for Analytics Transfer (SWAT).
- Fundamentals of the R and Python APIs.
- Predictive modeling.
- Predictive models.
- Model assessment.
Live Class Schedule
Duration: 7 hours
Step into our live classes and experience a dynamic learning environment where you can ask questions, share ideas, and connect with your instructor and classmates. With on-demand lab hours, you can explore the material at your own pace. Our globally acclaimed instructors will motivate you to think bigger, so you can take what you've learned and achieve your biggest goals.
Live Class Schedule
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Private Training
Get training tailored specifically for your team, led by expert SAS instructors. Choose from virtual sessions, or training at your location (or ours). Perfect for teams seeking a customized curriculum and plenty of interaction with a SAS specialist. We'll schedule it at a time that works for you.
Mentoring Services
Take your training to the next level with personalized mentoring. While private training offers structured coursework, mentoring provides hands-on, real-time support from a subject matter expert. As you work with your own data, you'll receive expert guidance to help you uncover insights, unlock the full potential of your data, and make faster progress. Perfect for those looking to apply what they’ve learned and see quicker results.