Base SAS

Title Level Training Formats
医薬向け分散分析
本コースでは、分散分析の基礎からその応用まで、原理と対応するプログラム、各種オプションの指定を学びます。分散分析は、プログラムそのものやアウトプット画面は非常にシンプルですが、どのようにデータが収集されたか(試験デザイン)に応じて解析モデルが大きく変わってきます。本コースでは、同じ目的の解析に対して複数のプロシジャで別のプログラムを書いてみるなどの幅広い演習を通じて、統計モデルの理解とそれを適切に実行するためプログラムの知識を身につけることを目的とします。 医薬でよくつかわれる分散分析を広く、横断的に学びたいユーザーに受講をお勧めします。

0 No level Live Web Classroom
SAS Programming Certification Fast Track
This course is for users who want to learn how to write SAS programs to access, explore, prepare, and analyze data. It is the entry point to learning SAS programming for data science, machine learning, and artificial intelligence. This course is also for those who need to learn data manipulation techniques using the SAS DATA step and SAS procedures to access, transform, and summarize data.It is a prerequisite to many other SAS courses. This course is available as instructor-led training and combines topics from SAS Programming 1: Essentials and SAS Programming 2: Data Manipulation Techniques.

0 No level Classroom Live Web Classroom
The Magic of Compelling Reports and Visualizations with SAS

Whether you’re a SAS programmer or a SAS Visual Analytics user, we’ve hand-picked a range of topics to advance your report development and data visualisation skills. With three conference streams to choose from and sessions delivered by our expert trainers, you’ll also have the chance to get hands-on experience, gain extended access to your own SAS environment and try out the techniques you’ve seen.

0 No level Live Web Classroom e-Learning
SAS Programming 1: Essentials Free e-learning
This course is for users who want to learn how to write SAS programs to access, explore, prepare, and analyze data. It is the entry point to learning SAS programming for data science, machine learning, and artificial intelligence. It is a prerequisite to many other SAS courses. If you do not plan to write SAS programs and you prefer a point-and-click interface, you should attend the SAS Enterprise Guide 1: Querying and Reporting course.

1 Beginner Classroom Live Web Classroom e-Learning
Administrative Healthcare Data and SAS Business Knowledge Series
This industry-specific course focuses on the payer side of the industry: the origin, content, management, and use of administrative healthcare data. During the course, students become acquainted with the providers, payers, and users of the U.S. healthcare system. This course is not a hands-on programming course, but rather, it explores the business of medical claims data, health plan members, and service providers. As a supplement to this course, programmers should consider also registering for Administrative Healthcare Data and SAS: Hands-On Programming Workshop, a one-day course that focuses on programming methods and techniques that are useful in the healthcare industry. The two courses are offered on contiguous days.

1 Beginner Live Web Classroom
Administrative Healthcare Data and SAS: Hands-On Programming Workshop Business Knowledge Series
This hands-on workshop is open to SAS programmers who attended the Administrative Healthcare Data and SAS course. This workshop explores programming methods and techniques that are useful in the management of administrative healthcare data.

1 Beginner Classroom Live Web Classroom
FDP-Shaping a Data Science Curriculum
This FDP supports developing a data science program that covers a variety of topics and enables students to acquire the skills that industry is looking for their employees to have. The FDP helps universities develop a pool of talent with the range of analytical and technology skills to work in a data-rich business environment.

1 Beginner Live Web Classroom
Summer Fast Track: SAS Base Programming
This course is for users who want to learn how to write SAS programs and who need to learn data manipulation techniques using SAS DATA and procedure steps to access, transform, and summarize SAS data sets. It is the entry point to learning SAS programming and is a prerequisite to many other SAS courses. This fast track combines the courses SAS Programming 1: Essentials and SAS Programming 2: Data Manipulation Techniques.

1 Beginner Live Web Classroom
Introduction to Statistical Concepts Free e-learning
This course covers basic statistical concepts that are critical for understanding and using statistical methods. This course explains what statistics is and why it is important to understand the characteristics of your data.

The information in this course is a prerequisite for many other statistical courses that SAS Education offers. The course is appropriate for Base SAS and SAS Enterprise Guide users. Data, practices, and a case study are included.

1 Beginner e-Learning
SAS Programming: Getting Started Free e-learning
This journey will help you get started developing code in SAS. This collection of free learning assets provide a tour of what is possible with programming in either SAS 9 or SAS Viya.

1 Beginner e-Learning
SAS Viya Data Engineering: Getting Started Free e-learning
Get started using SAS Data Engineering by spending a little time each day learning a new aspect of the offering. Over the course of a few weeks, you'll get a good idea of the skills you may need to leverage SAS' data engineering capabilities. At the end of your journey be sure to explore formal enablement opportunities to continue your quest in becoming a SAS Data Engineer.

1 Beginner e-Learning
SAS Programming for R Users Free e-learning
This course is for experienced R users who want to apply their existing skills and extend them to the SAS environment. Emphasis is placed on programming and not statistical theory or interpretation. Students in this course should have knowledge of plotting, manipulating data, iterative processing, creating functions, applying functions, linear models, generalized linear models, mixed models, stepwise model selection, matrix algebra, and statistical simulations.

3 Intermediate Live Web Classroom e-Learning
SAS SQL 1: Essentials
This course teaches you how to process SAS data using Structured Query Language (SQL).

3 Intermediate Classroom Live Web Classroom e-Learning
SAS Programming 2: Data Manipulation Techniques
This course is for those who need to learn data manipulation techniques using the SAS DATA step and procedures to access, transform, and summarize data. The course builds on the concepts that are presented in the SAS Programming 1: Essentials course and is not recommended for beginning SAS software users.

3 Intermediate Classroom Live Web Classroom e-Learning
Establishing Causal Inferences: Propensity Score Matching, Heckman's Two-Stage Model, Interrupted Time Series, and Regression Discontinuity Models Business Knowledge Series
This course introduces some methods commonly used in program evaluation and real-world effectiveness studies, including two-stage modeling, interrupted time-series, regression discontinuity, and propensity score matching. These methods help address questions such as: Which medicine is more effective in the real world? Did an advertising program have an impact on sales? More generally, are the changes in outcomes causally related to the program being run?

3 Intermediate e-Learning
SAS Programming Fast Track SAS 9.2

3 Intermediate Classroom
Summer Fast Track: SAS Advanced Programming
This course is for users who want to learn more advanced functionality for writing SAS programs, with a focus on applying efficiency techniques, using SAS macro code, and processing SAS data using Structured Query Language (SQL). The "fast track" format for this offering combines the SAS Programming 3: Advanced Techniques, SAS Macro Language 1: Essentials, and SAS SQL 1: Essentials courses. The course provides an introduction to SQL processing, and access to the e-learning version of the Essentials course is provided so that students can study the subject matter independently.

3 Intermediate Live Web Classroom
SAS and Hadoop
This is the third course in the Data Curation Professional, SAS Academy for Data Science program. The program is required to earn your SAS data science certification. Designed for SAS data scientists, this program covers SAS topics for data curation techniques, including big data preparation with Hadoop. In this course, you learn about the Hadoop environment, Apache Hive, and Apache Pig, as well as various SAS methods for interacting with Hadoop.

3 Intermediate e-Learning
Exploring SAS Studio for SAS Programmers
This course provides an introduction to SAS Studio for experienced SAS programmers. SAS Studio is an interface that enables users to write and submit SAS programs and use snippets and tasks to generate SAS code.

The self-study e-learning includes:

  • Annotatable course notes in PDF format.
  • Virtual Lab time to practice.

3 Intermediate Classroom Live Web Classroom e-Learning
SAS Certification Review: SAS 9.4 Base Programming Performance-Based Exam
This course provides a review of the majority of topics in the SAS 9.4 Base Programming Performance-Based Exam. It addresses the four exam content areas: Accessing and Creating Data Structures, Managing Data, Generating Reports and Output, and Handling Errors.

3 Intermediate Classroom Live Web Classroom e-Learning
SAS Federation Server: Accessing and Virtualizing Enterprise Data
SAS Federation Server makes it easier for business users to access secure data for reporting and analysis. It provides a virtual layer or view, giving users the appropriate level of control without physically moving data. This frees up IT staff to focus on other tasks by giving them a simple method of sharing data using a centralized, governed security layer.

3 Intermediate Classroom Live Web Classroom e-Learning
Hadoop Data Management with Hive, Pig, and SAS
In this course, you use processing methods to prepare structured and unstructured big data for analysis. You learn to organize this data into a variety of Hadoop distributed file system (HDFS) storage formats for processing efficiency using Apache Hive and Apache Pig. You also learn SAS software technologies that integrate with Hive and Pig and how to leverage these open source capabilities by programming with Base SAS and SAS/ACCESS Interface to Hadoop.

3 Intermediate Classroom Live Web Classroom e-Learning
SAS Report Writing
This course teaches you how to create tabular reports using the REPORT and TABULATE procedures. You also learn how to enhance your reports using the Output Delivery System (ODS).

The self-study e-learning includes:

  • Annotatable course notes in PDF format.
  • Virtual lab time to practice.

3 Intermediate Classroom Live Web Classroom e-Learning
Introduction to SAS and Hadoop
This course teaches you how to use SAS programming methods to read, write, and manipulate Hadoop data. Base SAS methods that are covered include reading and writing raw data with the DATA step and managing the Hadoop file system and executing Pig code from SAS via the HADOOP procedure. In addition, the SAS/ACCESS Interface to Hadoop methods that allow LIBNAME access and SQL pass-through techniques to read and write Hadoop Hive table structures are discussed. Although not covered in detail, a brief overview of additional SAS and Hadoop technologies, including executing DS2 in Hadoop with the SAS Code Accelerator for Hadoop and using Hadoop data sources for the distributed in-memory analytics platform of SAS Viya, is included. This course is included in the Expert Exchange on Hadoop: Using SAS/ACCESS service offering to configure SAS/ACCESS Interface to Hadoop or SAS/ACCESS Interface to Impala to work with your Hadoop environment.

3 Intermediate Classroom Live Web Classroom e-Learning
Data Visualization Using SAS ODS Graphics
This course teaches you how to write SAS programs that use ODS Graphics to produce high-quality data visualizations. ODS Graphics is part of Base SAS.

The self-study e-learning includes:

  • Annotatable course notes in PDF format.
  • Virtual lab time to practice.

3 Intermediate Classroom Live Web Classroom e-Learning
Efficiency Tips for Database Programming in SAS
This class teaches you how to tune your SAS programs for faster execution, especially those that access relational database tables using SAS/ACCESS interfaces or SAS Viya data connectors.

3 Intermediate Classroom Live Web Classroom e-Learning
Exploring SAS Studio for SAS Analytics Pro
This course demonstrates how the functionality and features of SAS Studio for SAS Analytics Pro in SAS Viya can enable SAS programmers to save time by coding more efficiently.

3 Intermediate Classroom Live Web Classroom e-Learning
SAS Programming 3: Advanced Techniques
This course is for SAS programmers who want to learn advanced techniques within the DATA step and procedures. The course builds on the concepts that are presented in the SAS Programming 2: Data Manipulation Techniques course.

4 Advanced Classroom Live Web Classroom e-Learning
SAS Macro Language 1: Essentials
This course focuses on using the SAS macro facility to design, write, and debug macro programs, with an emphasis on understanding how programs that contain macro code are processed.

4 Advanced Classroom Live Web Classroom e-Learning
SAS Advanced Programming: Fast Track
This course is for users who want to learn advanced SAS programming. This course combines the SAS Programming 3: Advanced Techniques, SAS SQL 1: Essentials, and SAS Macro Language 1: Essentials courses. This course is not recommended for those who have not programmed before.

4 Advanced Classroom
SAS Macro Language 2: Advanced Techniques
This course covers macro quoting functions, macro storage, and macro techniques for advanced data access, table lookup operations, advanced parameter validation, and macro windows.

4 Advanced Classroom Live Web Classroom e-Learning
Feature Engineering and Data Preparation for Analytics
This course introduces programming techniques to craft and feature engineer meaningful inputs to improve predictive modeling performance. In addition, this course provides strategies to preemptively spot and avoid common pitfalls that compromise the integrity of the data being used to build a predictive model. This course relies heavily on SAS programming techniques to accomplish the desired objectives.

The self-study e-learning includes:

  • Annotatable course notes in PDF format.
  • Virtual Lab time to practice.

4 Advanced Classroom Live Web Classroom e-Learning
High-Performance Data Manipulation with SAS DS2
This course teaches DS2 programming. DS2 is a fourth-generation SAS language, designed for advanced data manipulation. It blends DATA step and SQL syntax using modern programming structures and can process multiple rows of data in parallel in Base SAS and in supported massively parallel processing environments such as Hadoop, Teradata, and SAS Cloud Analytic Services (CAS). A brief introduction to SAS Viya and Cloud Analytic Services is included.

The self-paced e-learning includes:

  • Annotatable course notes in PDF format.
  • Virtual lab time to practice.

4 Advanced Classroom Live Web Classroom e-Learning