Base SAS

標題	等級	培訓格式
Customized Course 客制化課程	0 No level
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
FDP - Shaping an Analytics Curriculum (A SAS & Open Source Approach) This outline is provisional and subject to change.The Faculty Development Program (FDP) teaches you fundamental concepts and relevant techniques in analytics and machine learning using a powerful mix of SAS and open-source programming languages. The course also enables you to explore academic and collaborative opportunities with SAS in the area of advance analytics for designing better curriculum and effective pedagogy.	0 No level
SAS Programming 1: Essentials 本課程專為欲學習如何撰寫SAS程式的使用者規劃，是學習SAS程式撰寫的入門課程，為後續眾多SAS課程之基礎。但若您沒有撰寫SAS程式的需求，而是較喜歡使用點選的操作方式，則可建議您參加SAS Enterprise Guide 1: Querying and Reporting（EG1）課程。	1 Beginner
Administrative Healthcare Data and SAS: Hands-On Programming Workshop 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
Administrative Healthcare Data and SAS 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
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
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
Introduction to Statistical Concepts 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
SAS Programming: Getting Started 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
SAS Viya Data Engineering: Getting Started 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
SAS Programming for R Users 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
SAS Programming 2: Data Manipulation Techniques 本課程介紹SAS DATA step與PROC step 進行資料處理的方法，包含資料讀取、轉置以及資料彙總。本課程為SAS Programming 1: Essential的延續課程，不建議初學者直接參與本課程。	3 Intermediate
SAS SQL 1: Essentials 本課程介紹如何在SAS 利用結構性查詢語法(Structured Query Language)處理SAS資料。	3 Intermediate
Establishing Causal Inferences: Propensity Score Matching, Heckman's Two-Stage Model, Interrupted Time Series, and Regression Discontinuity Models 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
Exporting SAS Data Sets and Creating ODS Files for Microsoft Excel	3 Intermediate
SAS Clinical Programming Fundamentals The SAS Clinical Programming Fundamentals program represents Level 1 of the SAS Academy for Clinical Programming. This joint training program, brought to you by SAS and partner OCS Consulting, provides a strong foundation for applying SAS programming skills to clinical trials data. You learn essential SAS programming skills, techniques for data manipulation and report writing, and more. A certification exam voucher is included.	3 Intermediate
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 and Efficiencies, 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
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
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
SAS Report Writing 本課程介紹如何利用 SAS 程式語法製作明細報表或彙總報表，同時也會介紹如何利用 SAS Output Delivery System 來優化報表的呈現。	3 Intermediate
Data Visualization Using SAS ODS Graphics 本課程介紹如何利用 SAS ODS 圖形語法建立高品質的資料視覺化分析。	3 Intermediate
Programming for SAS Viya This course is for users who need to modify existing Base SAS programs that will execute in SAS Viya. This course leverages the power of SAS Cloud Analytic Services (CAS) to access, manage, and manipulate in-memory tables. This course is not intended for beginning SAS software users.	3 Intermediate
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
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
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
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
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
SAS Certification Review: Base Programming for SAS 9 本課程專為欲準備基礎程式認證考試的人員規劃，將在此課程中複習關於基礎程式認證的主要觀念。本課程將涵蓋5大考試內容的觀念：讀取資料、建立資料架構、整理資料、產生報表及處理錯誤狀況。本課程可幫助您準備認證考試：SAS Base Programming Exam for SAS 9的基礎觀念。	3 Intermediate
SAS Macro Language 1: Essentials 本課程重點在了解SAS 巨集語法，以及如何設計、編寫巨集程式並除錯，重點在於了解含有巨集的程式是如何運作的。	4 Advanced
SAS Programming 3: Advanced Techniques and Efficiencies 本課程是為想要學習進階SAS程式技巧的使用者設計。	4 Advanced
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 and Efficiencies, 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
SAS Macro Language 2: Advanced Techniques 本課程是專為已熟悉SAS巨集程式撰寫，並希望學習研發和使用巨集應用元件的使用者設計，教導如何利用這些應用元件的技術，及哪些情形下最為適用。	4 Advanced
High-Performance Data Manipulation with SAS DS2 本課程介紹如何利用第四代SAS 程式語言進行進階資料處理。DS2 語法混合 DATA step跟 SQL 語法，讓使用者在 SAS Base 上進行平行處理，或在MPP 架構下的 Hadoop 與Viya CAS 中做平行運算。	4 Advanced
Feature Engineering and Data Preparation for Analytics 本課程介紹如何利用SAS 程式語法進行特徵工程，萃取出有意義的輸入變數，以增進預測模型的表現。同時課程中也會對建模過程常見的資料選取陷阱進行說明，並提供避免踏入陷阱的適合策略。	4 Advanced