Apply Advanced PROC SQL Techniques for Data Analysis

Seize the savings! Get 40% off 3 months of Coursera Plus and full access to thousands of courses.

Apply Advanced PROC SQL Techniques for Data Analysis

This course is part of Apply and Analyze Data Using SAS PROC SQL Specialization

Instructor: EDUCBA

Included with

Learn more

5 modules

Gain insight into a topic and learn the fundamentals.

Beginner level

Recommended experience

1 week to complete

at 10 hours a week

Flexible schedule

Learn at your own pace

5 modules

Gain insight into a topic and learn the fundamentals.

Beginner level

Recommended experience

1 week to complete

at 10 hours a week

Flexible schedule

Learn at your own pace

What you'll learn

Design advanced PROC SQL queries using conditional logic, views, subqueries, and reusable SQL patterns.
Optimize PROC SQL performance through efficient joins, indexing, query tuning, and debugging techniques.
Troubleshoot and maintain complex SQL workflows for scalable, enterprise-grade data analysis in SAS.

Skills you'll gain

Tools you'll learn

Details to know

Shareable certificate

Add to your LinkedIn profile

See how employees at top companies are mastering in-demand skills

Learn more about Coursera for Business

logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

Build your subject-matter expertise

This course is part of the Apply and Analyze Data Using SAS PROC SQL Specialization

When you enroll in this course, you'll also be enrolled in this Specialization.

Learn new concepts from industry experts
Gain a foundational understanding of a subject or tool
Develop job-relevant skills with hands-on projects
Earn a shareable career certificate

There are 5 modules in this course

By the end of this course, learners will be able to design advanced PROC SQL queries, apply conditional logic, build reusable views, optimize query performance, and troubleshoot complex SQL workflows within the SAS environment.

This course provides an in-depth, hands-on exploration of advanced PROC SQL concepts, moving beyond basic querying to focus on real-world data manipulation, reporting, automation, and performance optimization. Learners will progressively develop skills in creating derived data, managing character and numeric transformations, implementing CASE logic, enforcing data integrity with constraints and keys, and designing efficient joins and indexes. The course also covers advanced topics such as debugging techniques, query tuning, subqueries, and matrix-style SQL solutions for multi-dimensional analysis. By completing this course, learners gain practical expertise required for data analyst, SAS programmer, and reporting specialist roles, enabling them to write efficient, maintainable, and scalable SQL code. What makes this course unique is its end-to-end PROC SQL focus—combining logic, performance, automation, and troubleshooting—supported by structured modules, practice quizzes, and graded assessments aligned to real enterprise use cases. This course is ideal for learners who want to apply, analyze, and optimize PROC SQL for professional data analysis and reporting workflows.

This module introduces core PROC SQL techniques for creating numeric and character data, applying logical conditions, exploring metadata, and generating structured reports, enabling learners to build a strong foundation in SQL-based data manipulation within SAS.

What's included

9 videos4 assignments

9 videos Total 72 minutes

Creating Numeric Data 7 minutes
Creating Aliases 7 minutes
Logical Operator 6 minutes
Aligning Characters 5 minutes
Extracting Information from String 8 minutes
Data with Count Function 11 minutes
Non Consecutive Values 9 minutes
PROC SQL Dictionary 11 minutes
PROC SQL Report Generator 10 minutes

4 assignments Total 60 minutes

Building and Shaping Data 10 minutes
Working with Character Data 10 minutes
Advanced Data Exploration 10 minutes
Graded-Foundations of Data Creation & Manipulation in PROC SQL 30 minutes

This module focuses on creating reusable SQL views, managing libraries, formatting query output, and implementing grouping and conditional logic to build professional, readable, and maintainable PROC SQL reports.

What's included

9 videos4 assignments

9 videos Total 77 minutes

PROC SQL Report Generator Continues 8 minutes
Defining Views 9 minutes
Changing Table Via View 6 minutes
Managing Library References 7 minutes
Formatting Output in Proc SQL 8 minutes
Formatting Output Using Scalar Expression 7 minutes
Sub Setting Group with Having Clause 8 minutes
Coding Logic in Proc SQL 12 minutes
Coding Logic in Proc SQL Continues 12 minutes

4 assignments Total 60 minutes

Advanced Reporting Techniques 10 minutes
Managing Libraries and Formatting 10 minutes
Grouping and Conditional Logic 10 minutes
Graded-Reporting, Views, and Output Control 30 minutes

This module covers advanced SQL logic, automation through macro variables, data population techniques, and enforcement of data integrity using constraints and relational keys in PROC SQL.

What's included

9 videos4 assignments

9 videos Total 76 minutes

More on Coding Logic in Proc SQL 6 minutes
Coding Proc SQL 10 minutes
Creating Multiple Macro Variable 11 minutes
Identifying Duplicate Row from Coding 3 minutes
Creating Populating Data in SQL 9 minutes
Create Table Using Like Clause 9 minutes
Adding Data Using Select Query 6 minutes
Check Constraint in Proc SQL 12 minutes
Establishing Primary and Foreign Keys 10 minutes

4 assignments Total 60 minutes

Advanced Logic Implementation 10 minutes
Data Validation and Deduplication 10 minutes
Enforcing Data Rules 10 minutes
Graded-Logic, Automation, and Data Integrity 30 minutes

This module emphasizes query optimization through indexing strategies, efficient join techniques, and performance analysis to handle complex, multi-table PROC SQL queries effectively.

What's included

9 videos4 assignments

9 videos Total 84 minutes

Modifying Updating Tables 12 minutes
Creating Simple and Composite Index 12 minutes
Coding Complex Queries 8 minutes
Equi Joins and Reflexive Joins Queries 10 minutes
Performance Computations in Joins 7 minutes
Joins in Proc SQL 8 minutes
Joins in Proc SQL Continues 6 minutes
Complex Queries in Proc SQL 11 minutes
Comparing Complex Queries in Proc SQL 12 minutes

4 assignments Total 60 minutes

Optimizing Data Structures 10 minutes
Join Fundamentals and Performance 10 minutes
Advanced Join Strategies 10 minutes
Graded-Performance, Indexing, and Joins 30 minutes

This module equips learners with advanced debugging techniques, performance tuning strategies, subquery implementations, and matrix-style SQL solutions for solving complex analytical problems in PROC SQL.

What's included

10 videos4 assignments

10 videos Total 97 minutes

Complex View in Proc SQL 11 minutes
Complex View in Proc SQL Continues 10 minutes
Trouble Shooting and Debugging Techniques 12 minutes
Using INOBS and Loops Option in Trouble Shooting 10 minutes
Prompt and Reset Statement in Trouble Shooting 10 minutes
Tuning Codes in PROC SQL 12 minutes
Tuning Codes in PROC SQL Continues 3 minutes
Subqueries in PROC SQL 9 minutes
More on Subqueries in PROC SQL 9 minutes
Matrix Solution in PROC SQL 11 minutes

4 assignments Total 60 minutes

Advanced Views and Debugging 10 minutes
Debugging Tools and Code Tuning 10 minutes
Subqueries and Matrix Logic (Advanced) 10 minutes
Graded-Optimization, Debugging, and Advanced SQL Patterns 30 minutes

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

EDUCBA

1,032 Courses 228,900 learners

Offered by

EDUCBA

Explore more from Data Analysis

Status: Free Trial
EDUCBA
Apply PROC SQL Fundamentals for Data Analysis in SAS
Course
Status: Free Trial
EDUCBA
Mastering PROC SQL in SAS: Analyze, Query & Optimize Data
Course
Status: Free Trial
EDUCBA
Analyze and Manipulate Data Using SAS PROC SQL
Course
Status: Free Trial
EDUCBA
Apply and Analyze Data Using SAS PROC SQL
Specialization

Why people choose Coursera for their career

Felipe M.

Learner since 2018

"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."

Jennifer J.

Learner since 2020

"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."

Larry W.

Learner since 2021

"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."

Chaitanya A.

"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Open new doors with Coursera Plus

Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Learn more

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Explore degrees

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Learn more

Frequently asked questions

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.