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Cloud Based Analytics and AI Programming · LearnSpace
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Cloud Based Analytics and AI Programming

Курс от SAS
Начальный≈ 8.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course introduces the programming capabilities of the SAS Viya platform for learners who want to work directly with code to manage, process, and analyze data. Learners use SAS Studio to write, execute, and manage programs that run in both the SAS Compute Server and the high‑performance SAS Cloud Analytic Services (CAS) environment. The course explains when and how to leverage in‑memory, parallel processing to improve performance for large or complex data workloads. Learners explore CAS‑enabled programming, understand how data is accessed and loaded through caslibs, and learn best practices for optimizing code execution. The course also highlights SAS Viya’s multi‑language architecture, showing how SAS integrates with Python, R, SQL, and REST APIs to support flexible, collaborative workflows. By the end of the course, learners can confidently describe how SAS Viya executes code, accelerates analytics, and supports modern, scalable programming practices in real‑world analytics environments.

Навыки, которые вы освоите

SAS (Software)Cloud-Based IntegrationAnalyticsStatistical SoftwareArtificial IntelligenceData ProcessingData Analysis SoftwareComputer ProgrammingData AccessData AnalysisStatistical ProgrammingData ManipulationData Import/ExportSoftware As A ServiceCloud Development

Программа курса

3 модулей · 43 учебных материалов

01SAS Viya Programming Features15 материалов

1.1 Course Overview

Welcome to the CourseВидеоPracticing in This CourseЧтениеAccess SAS Viya for LearnersВнешний инструментPrepare Course Files (REQUIRED)Чтение

1.2 SAS Viya Platform

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Stacey Syphus

Director

Cloud Based Analytics and AI Programming
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Обучение на Coursera

≈ 8.2 ч

3 модулей

Язык: Английский

Часть программы вашего университета
SAS Viya and the Data and AI Life CycleВидео
SAS Viya Core QualitiesВидео
SAS Viya Platform ArchitectureВидео
Business ScenarioВидео

1.3 Develop Code with SAS Studio

Demo: Develop Code with SAS StudioВидеоDemo Steps: Develop Code with SAS StudioЧтениеDemo: Create Custom Steps with SAS StudioВидеоDemo Steps: Create Custom Steps with SAS StudioЧтениеDemo: Git Integration with SAS StudioВидеоDemo Steps: Git Integration with SAS StudioЧтениеDevelop Code with SAS Studio QuizЗадание
02 SAS Viya Programming Features17 материалов

Module Overview

Module OverviewВидео

2.1 Accelerate Code with SAS Cloud Analytics Services (CAS)

How Can I Leverage the Power of CAS in My Code?ВидеоAccessing Data Through Caslibs (Review)ВидеоDemo: Accelerate Code with CASВидеоDemo Steps: Accelerate Code with CASЧтениеAccelerate Code with SAS Cloud Analytics Services (CAS) QuizЗадание

2.2 SAS Viya and Open Source Integration

How Can I Use Open Sources Languages with SAS Viya?ВидеоDemo: Use Python Code in SAS StudioВидеоDemo Steps: Use Python Code in SAS StudioЧтениеDemo: Use the Python SWAT Package (Optional) ВидеоDemo Steps: Use the Python SWAT Package (Optional) ЧтениеSAS Viya and Open Source Integration QuizЗадание

2.3 SAS Viya Workbench for Developers

What Is SAS Viya Workbench?ВидеоDemo: Developing Code with SAS Viya WorkbenchВидеоDemo Steps: Developing Code with SAS Viya WorkbenchЧтениеSAS Extension for Visual Studio CodeЧтениеSAS Viya Workbench for Developers QuizЗадание
03Case Study - Diabetes Data11 материалов
Diabetes Case Study OverviewЧтениеStep 1: Manage Data with SAS Data ExplorerЧтениеSolutions - Step 1: Manage Data with SAS Data ExplorerЧтениеStep 2: Discover Information Assets with SAS Information CatalogЧтениеSolutions - Step 2: Discover Information Assets with SAS Information CatalogЧтениеStep 3: Develop Code and Flows with SAS StudioЧтениеSolutions - Step 3: Develop Code and Flows with SAS StudioЧтениеStep 4: Explore and Visualize Data with SAS Visual AnalyticsЧтениеSolutions - Step 4: Explore and Visualize Data with SAS Visual AnalyticsЧтениеStep 5: Build Models with SAS Model StudioЧтениеSolutions - Step 5: Build Models with SAS Model StudioЧтение