Advanced SAS Programming Techniques from Coursera

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.

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

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

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

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Improve your understanding of SAS fundamentals to better grasp advanced concepts covered in this course.

Browse courses on SAS

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Review concepts like data types, data structures, and operators.
Practice writing basic SAS code to manipulate data.

Data Manipulation Drills

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Reinforce your knowledge of advanced DATA step functions by solving practical data manipulation challenges.

Browse courses on Data Transformation

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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

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Expand your knowledge of SAS hash objects and iterators through guided tutorials, improving your ability to efficiently store and retrieve data.

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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

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Custom Function Development

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Gain practical experience in creating custom SAS functions using the FCMP procedure, enhancing your ability to automate complex data processing tasks.

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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

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Develop a deeper understanding of hash tables by implementing one from scratch.

Browse courses on Hash Tables

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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

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Apply your SAS skills to create a functional data analysis dashboard for a real-world dataset.

Browse courses on Data Visualization

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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

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Test your SAS skills against others and gain valuable experience in solving real-world data challenges.

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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

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.

See salaries and explore the career path for Data Scientist

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.

See salaries and explore the career path for Data 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.

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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.

See salaries and explore the career path for Statistician

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.

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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.

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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.

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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.

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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.

See salaries and explore the career path for Market 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.

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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.

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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.

See salaries and explore the career path for Information Systems Analyst

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.

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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.

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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.

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