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Michele Ensor
In this course, you learn advanced techniques within the DATA step and procedures to manipulate data.
“By the end of this course, a learner will be able to…”
● Use additional functions (LAG, FINDC/FINDW, and COUNT/COUNTC/COUNTW).
● Perform pattern matching using PRX functions.
● Process repetitive code, rotate data, and perform table lookups using arrays.
● Perform table lookups and sort data using hash and hash iterator objects.
● Create numeric templates using the FORMAT procedure.
● Create custom functions using the FCMP procedure.
Register for this course and see more details by visiting:
OpenCourser.com/course/brj6um/advanced
What's inside
Syllabus
Course Overview, Review, and Data Setup
In this module, you'll set up software and data for this course. Then you'll review the concepts of SAS DATA step processing and how to process data sets.
Read more
Syllabus
Course Overview, Review, and Data Setup
In this module, you'll set up software and data for this course. Then you'll review the concepts of SAS DATA step processing and how to process data sets.
Read more
Using Advanced Functions
In this module, you'll use advanced functions to compare data between multiple rows in a SAS table, find and count substrings within a column, and clean and standardize data.
You'll also explore CALL routines, Perl regular expressions, and how to use advanced functions to modify and analyze storm, weather, and population data.
Defining and Processing Arrays
In this module, you'll learn how to use arrays to simplify your code. You'll use arrays to process repetitive code, rotate data, and perform table lookups.
Defining and Processing Hash Objects
In this module, you'll learn how to declare a hash object, instantiate or create an instance of the object, and initialize its lookup keys and data. You'll use the hash object to store and retrieve data, create an output table from the data in the hash object, and create a hash iterator object to process the data in a particular order.
Using Utility Procedures
In this module, you'll learn how to use PROC FORMAT's PICTURE statement to create a custom template to display large numbers, dates, and times. You'll also use PROC FCMP, the function compiler procedure, to create custom functions and CALL routines.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Explores advanced DATA step techniques and SAS procedures to manipulate data efficiently
In-depth exploration of advanced functions (LAG, FINDC/FINDW, COUNT/COUNTC/COUNTW) for data analysis and manipulation
Leverages pattern matching using PRX functions to extract and analyze data effectively
Utilizes arrays for processing repetitive code, rotating data, and performing table lookups, enhancing code efficiency
Introduces hash and hash iterator objects for performing table lookups and sorting data, optimizing performance
Covers the creation of numeric templates using the FORMAT procedure, allowing for customized data display
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Save Advanced SAS Programming Techniques to your list so you can find it easily later:
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Reviews summary
Recommended sas programming course
Learners largely agree that Advanced SAS Programming Techniques is a well-prepared and professionally presented course that greatly improved their SAS programming techniques. Step-by-step instructions help make the course useful, efficient, and effective in boosting SAS skills from beginner to advanced.
Suited for beginners
""If you already have experience with other Programming Languages, this course would be a great introduction.""
""They start with SAS SQL programming, followed by SAS macro programming and finish with SAS Advanced programming techniques.""
Exercises and examples enhance understanding
""The Course goes through detailed examples and practices to clarify the techniques and concepts.""
""Great programming and exercises.""
""Step by step instructions on how to do it.""
Covers advanced concepts thoroughly
""Great course! If you can follow this course, you will be no problem on SAS advanced certificate!""
""Very useful covering some more advanced topics that are hard to crack on one's own.""
""This course is really great to improve and extend knowledge in SAS advanced programming.""
Well-presented with step-by-step instructions
""Thank you for teaching this course. Great programming and exercises. Step by step instructions on how to do it.""
""The Course goes through detailed examples and practices to clarify the techniques and concepts.""
""If you already have experience with other Programming Languages, this course would be a great introduction.""
Boosts skills effectively
""Useful and efficient.""
""Really useful courses and can quickly boost you from a basic SAS programmer to advanced level.""
""it was quite good""
Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Advanced SAS Programming Techniques with these
activities:
Review SAS basics
Show steps
Improve your understanding of SAS fundamentals to better grasp advanced concepts covered in this course.
Browse courses on
SAS
Show steps
-
Review concepts like data types, data structures, and operators.
-
Practice writing basic SAS code to manipulate data.
Data Manipulation Drills
Show steps
Reinforce your knowledge of advanced DATA step functions by solving practical data manipulation challenges.
Browse courses on
Data Transformation
Show steps
-
Select and filter data using FINDC/FINDW and LAG.
-
Perform pattern matching operations using PRX functions.
-
Count and clean data using COUNT/COUNTC/COUNTW.
Advanced SAS Hash Techniques
Show steps
Expand your knowledge of SAS hash objects and iterators through guided tutorials, improving your ability to efficiently store and retrieve data.
Show steps
-
Explore the concepts of hash objects and hash iterators.
-
Follow tutorials on creating and manipulating hash objects.
-
Practice using hash iterators to process data in a specific order.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Custom Function Development
Show steps
Gain practical experience in creating custom SAS functions using the FCMP procedure, enhancing your ability to automate complex data processing tasks.
Show steps
-
Design and implement a custom function using FCMP.
-
Test and debug your function to ensure accuracy.
-
Incorporate your function into DATA step programs.
Create a hash table implementation
Show steps
Develop a deeper understanding of hash tables by implementing one from scratch.
Browse courses on
Hash Tables
Show steps
-
Design and implement a hash table data structure using SAS code.
-
Test your hash table's functionality with various search and insert operations.
-
Analyze the performance of your hash table and identify areas for optimization.
Build a data analysis dashboard
Show steps
Apply your SAS skills to create a functional data analysis dashboard for a real-world dataset.
Browse courses on
Data Visualization
Show steps
-
Gather and clean a dataset of your choice.
-
Create visualizations to represent key insights from the data.
-
Use the FORMAT procedure to enhance the presentation and readability of your dashboard.
-
Share your dashboard with others and gather feedback.
Participate in a SAS coding competition
Show steps
Test your SAS skills against others and gain valuable experience in solving real-world data challenges.
Show steps
-
Identify a suitable SAS coding competition.
-
Form a team or participate individually.
-
Develop a solution to the competition's problem statement.
-
Submit your solution and receive feedback from the organizers.
Review SAS basics
Show steps
Improve your understanding of SAS fundamentals to better grasp advanced concepts covered in this course.
Browse courses on
SAS
Show steps
Show steps
Show steps
- Review concepts like data types, data structures, and operators.
- Practice writing basic SAS code to manipulate data.
Data Manipulation Drills
Show steps
Reinforce your knowledge of advanced DATA step functions by solving practical data manipulation challenges.
Browse courses on
Data Transformation
Show steps
Show steps
Show steps
- Select and filter data using FINDC/FINDW and LAG.
- Perform pattern matching operations using PRX functions.
- Count and clean data using COUNT/COUNTC/COUNTW.
Advanced SAS Hash Techniques
Show steps
Expand your knowledge of SAS hash objects and iterators through guided tutorials, improving your ability to efficiently store and retrieve data.
Show steps
Show steps
Show steps
- Explore the concepts of hash objects and hash iterators.
- Follow tutorials on creating and manipulating hash objects.
- Practice using hash iterators to process data in a specific order.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Custom Function Development
Show steps
Gain practical experience in creating custom SAS functions using the FCMP procedure, enhancing your ability to automate complex data processing tasks.
Show steps
Show steps
Show steps
- Design and implement a custom function using FCMP.
- Test and debug your function to ensure accuracy.
- Incorporate your function into DATA step programs.
Create a hash table implementation
Show steps
Develop a deeper understanding of hash tables by implementing one from scratch.
Browse courses on
Hash Tables
Show steps
Show steps
Show steps
- Design and implement a hash table data structure using SAS code.
- Test your hash table's functionality with various search and insert operations.
- Analyze the performance of your hash table and identify areas for optimization.
Build a data analysis dashboard
Show steps
Apply your SAS skills to create a functional data analysis dashboard for a real-world dataset.
Browse courses on
Data Visualization
Show steps
Show steps
Show steps
- Gather and clean a dataset of your choice.
- Create visualizations to represent key insights from the data.
- Use the FORMAT procedure to enhance the presentation and readability of your dashboard.
- Share your dashboard with others and gather feedback.
Participate in a SAS coding competition
Show steps
Test your SAS skills against others and gain valuable experience in solving real-world data challenges.
Show steps
Show steps
Show steps
- Identify a suitable SAS coding competition.
- Form a team or participate individually.
- Develop a solution to the competition's problem statement.
- Submit your solution and receive feedback from the organizers.
Career center
Learners who complete Advanced SAS Programming Techniques will develop knowledge and skills
that may be useful to these careers:
Data Scientist
Data Scientist
A Data Scientist uses advanced statistical and programming techniques to solve business problems. By taking the Advanced SAS Programming Techniques course, you can learn advanced data manipulation and analysis techniques that are essential for success in this role.
Data Analyst
Data Analyst
A Data Analyst collects, interprets, and presents data to help businesses make informed decisions. By taking the Advanced SAS Programming Techniques course, you can strengthen your ability to clean, sort, and analyze complex datasets, making you a more effective Data Analyst.
Business Intelligence Analyst
Business Intelligence Analyst
A Business Intelligence Analyst uses data to improve a company's performance. By taking the Advanced SAS Programming Techniques course, you will gain skills in data manipulation, analysis, and visualization which can help you excel in this role.
Statistician
Statistician
A Statistician collects, analyzes, interprets, and presents data. By taking the Advanced SAS Programming Techniques course, you can gain skills in data manipulation, analysis, and visualization that are essential for success in this role.
Financial Analyst
Financial Analyst
A Financial Analyst uses financial data to make investment decisions. By taking the Advanced SAS Programming Techniques course, you can learn advanced data manipulation and analysis techniques that can be applied to financial analysis, helping you to be more effective in this role.
Operations Research Analyst
Operations Research Analyst
An Operations Research Analyst uses mathematical and analytical techniques to solve business problems. By taking the Advanced SAS Programming Techniques course, you can learn advanced data manipulation and analysis techniques that can be applied to operations research, helping you to be more effective in this role.
Database Administrator
Database Administrator
A Database Administrator manages and maintains databases. By taking the Advanced SAS Programming Techniques course, you will learn skills in data manipulation and analysis that can be applied to database management, making you a more effective Database Administrator.
Actuary
Actuary
An Actuary uses mathematical and statistical techniques to assess risk and uncertainty. By taking the Advanced SAS Programming Techniques course, you will learn data manipulation and analysis techniques that can be applied to actuarial work, helping you to be more effective in this role.
Market Research Analyst
Market Research Analyst
A Market Research Analyst conducts research to help businesses understand their customers and make informed decisions. By taking the Advanced SAS Programming Techniques course, you will learn skills in data manipulation and analysis that can help you excel in this role.
Research Analyst
Research Analyst
A Research Analyst conducts research to help businesses make informed decisions. By taking the Advanced SAS Programming Techniques course, you can gain skills in data manipulation, analysis, and visualization that can help you be more effective in this role.
Machine Learning Engineer
Machine Learning Engineer
A Machine Learning Engineer designs, develops, and maintains machine learning models. By taking the Advanced SAS Programming Techniques course, you will learn data manipulation and analysis techniques that can be applied to machine learning, helping you to be more effective in this role.
Information Systems Analyst
Information Systems Analyst
An Information Systems Analyst designs, develops, and maintains computer systems. By taking the Advanced SAS Programming Techniques course, you will learn data manipulation and analysis techniques that can be applied to information systems analysis, helping you to be more effective in this role.
Software Engineer
Software Engineer
A Software Engineer designs, develops, and maintains software applications. By taking the Advanced SAS Programming Techniques course, you will learn data manipulation and analysis techniques that can be applied to software development, helping you to be more effective in this role.
Data Engineer
Data Engineer
A Data Engineer builds and maintains data pipelines. By taking the Advanced SAS Programming Techniques course, you will learn data manipulation and analysis techniques that can be applied to data engineering, helping you to be more effective in this role.
Computer Programmer
Computer Programmer
A Computer Programmer writes and maintains code for software applications. By taking the Advanced SAS Programming Techniques course, you will learn data manipulation and analysis techniques that can be applied to computer programming, helping you to be more effective in this role.
For more career information including salaries, visit:
OpenCourser.com/course/brj6um/advanced
Reading list
We've selected six books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Advanced SAS Programming Techniques.
Comprehensive reference guide to SAS programming. It valuable resource for students and practitioners alike who need to quickly find information about SAS programming.
Save
Provides a collection of advanced SAS programming examples that can be used to supplement this course. It valuable resource for students who want to learn more about SAS programming.
Save
Provides a comprehensive overview of SAS programming for business intelligence. It valuable resource for students and practitioners alike who need to learn how to use SAS for business intelligence.
Save
Provides a comprehensive overview of big data techniques in SAS. It valuable resource for students and practitioners alike who need to learn how to use SAS for big data.
Provides a step-by-step approach to data analysis using SAS. It valuable resource for students and practitioners alike who are new to SAS programming.
Offers a gentle introduction to SAS programming and is helpful as a prerequisite to or companion to this course.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/brj6um/advanced
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Level
Intermediate
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Institution
SAS
Instructor
Michele Ensor
Language
English
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This course belongs to a
collection
called
SAS Advanced Programmer. It's comprised of three courses:
- Advanced SAS Programming Techniques (viewing)
- SAS Macro Language
- Structured Query Language (SQL) using SAS
Good to know
Explores advanced DATA step techniques and SAS procedures to manipulate data efficiently
In-depth exploration of advanced functions (LAG, FINDC/FINDW, COUNT/COUNTC/COUNTW) for data analysis and manipulation
Leverages pattern matching using PRX functions to extract and analyze data effectively
Utilizes arrays for processing repetitive code, rotating data, and performing table lookups, enhancing code efficiency
Introduces hash and hash iterator objects for performing table lookups and sorting data, optimizing performance
Covers the creation of numeric templates using the FORMAT procedure, allowing for customized data display
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