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Chapter 1: Introduction to SAS 9.4 Advanced Programming

Chapter 2: Understanding PROC SQL for Data Access and Reporting

Chapter 3: Creating Detailed Reports with PROC SQL

Chapter 4: Selecting and Manipulating Columns in SQL Queries

Chapter 5: Filtering Data with WHERE and CASE Logic in SQL

Chapter 6: Joining Tables: Inner, Left, Right, and Full Joins

Chapter 7: Using Set Operators: UNION, EXCEPT, and INTERSECT

Chapter 8: Sorting and Labeling Data in SQL

Chapter 9: Generating Summary Reports Using PROC SQL

Chapter 10: Using GROUP BY and HAVING for Data Aggregation

Chapter 11: Eliminating Duplicate Values with DISTINCT in SQL

Chapter 12: Subqueries and Inline Views in SQL

Chapter 13: Enhancing SQL with SAS-Specific Options and Functions

Chapter 14: Accessing Metadata with Dictionary Tables

Chapter 15: Macro Processing Fundamentals

Chapter 16: Creating and Using Macro Variables

Chapter 17: Scope and Usage of Global and Local Macro Variables

Chapter 18: Automating Programs with Macros

Chapter 19: Conditional and Iterative Logic in Macros

Chapter 20: Using Macro Functions: %SCAN, %SUBSTR, %UPCASE

Chapter 21: Debugging and Logging Macros: MLOGIC, MPRINT, and SYMBOLGEN

Chapter 22: Creating Data-Driven Programs with Macros

Chapter 23: Using Indirect Macro Variable References

Chapter 24: Incorporating Dictionary Tables in Macro Programs

Chapter 25: Processing Data with Arrays

Chapter 26: Defining and Using One-Dimensional and Two-Dimensional Arrays

Chapter 27: Using Temporary Arrays for Complex Data Processing

Chapter 28: Loading Initial Values from SAS Datasets into Arrays

Chapter 29: Processing Data with Hash Objects

Chapter 30: Declaring and Using Hash and Hash Iterator Objects

Chapter 31: Hash Object Methods: DefineKey, DefineData, and Find

Chapter 32: Using Hash Objects for Sorting and Lookups

Chapter 33: Advanced Hash Techniques: Multidata and Ordered Hash Objects

Chapter 34: Creating Custom Functions with PROC FCMP

Chapter 35: Using SAS Functions and CALL Routines in Custom Functions

Chapter 36: Optimizing Programs with Advanced SAS Functions

Chapter 37: Using String Functions: FIND, COUNT, LAG, and PRX Functions

Chapter 38: Implementing Regular Expressions for Pattern Matching

Chapter 39: Formatting Data with the FORMAT Procedure

Chapter 40: Specifying Templates for Date, Time, and Numeric Values

Chapter 41: Leveraging Advanced Features of the FORMAT Procedure

Chapter 42: Enhancing Performance with SQL Pass-Through and DS2 Programming

Chapter 43: Writing DS2 Programs for Advanced Data Management

Chapter 44: Using Methods, Packages, and Threads in DS2

Chapter 45: Best Practices for Advanced SAS Programming

Chapter 46: Exam Preparation and Test-Taking Strategies

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