TAYLLORCOX > Akademie > SAS > High-Performance Data Processing with CASL in SAS(R) Viya(R)

High-Performance Data Processing with CASL in SAS(R) Viya(R)

In this course, you learn how to leverage SAS Cloud Analytics Services (CAS), the high-performance, in-memory analytics and distributed computing engine in SAS Viya. You learn how to access, explore, prepare, analyze, and summarize data using the native CAS programming language (CASL). CASL is a new scripting language designed to support the entire analytics life cycle.

Termíny
Target group
Course structure
Prerequisites

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Target group

Experienced programmers interested in efficiently processing big data using SAS Viya

Course structure

Introduction

Introduction.

CAS Language (CASL) Fundamentals

Introduction to CASL.
CASL CAS actions.
CASL numeric and string variables.
CASL arrays.
CASL dictionaries.

Connecting to CAS and Accessing Data

Exploring the CAS connection.
Exploring and accessing data sources.
Managing in-memory tables.

Exploring and Validating Data

Exploring table structure.
Characterizing data.
Validating data.

Preparing Data

Introduction to data preparation.
Modifying tables and values.
Data preparation actions.
Using SQL in CAS.

Summarizing and Analyzing Data

Introduction to summarizing and analyzing.
Summarizing data with actions.
Visualizing and reporting.
Getting the best performance.

Prerequisites

Before attending this course, you should have the following:

An understanding of fundamental computer programming concepts.
At least one year of programming experience with a modern language: (SAS, R, Python, SQL, and so on).
At least one year of experience working with data.
Experience using an integrated development environment (IDE) to develop code.