GIAC GPYC : GIAC Python Coder (GPYC)

  • Exam Code: GPYC
  • Exam Name: GIAC Python Coder (GPYC)
  • Updated: Sep 01, 2026
  • Q & A: 75 Questions and Answers

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Reference: https://www.giac.org/certification/python-coder-gpyc

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GIAC GPYC Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Analysis & Processing20%- Log & File Analysis
  • 1. Structured data preparation
    • 2. Common file formats
      • 3. AI-assisted data workflows
        - Regular Expressions
        • 1. Pattern matching
          • 2. Named capture groups
            • 3. Log/text data extraction
              - Data Structures & Manipulation
              • 1. Binary parsing
                • 2. JSON and structured data
                  • 3. Lists, dictionaries, sets, tuples
                    Topic 2: Network & Packet Analysis20%- Network Programming
                    • 1. Network interface handling
                      • 2. TCP/UDP socket communication
                        - Packet Analysis with Scapy
                        • 1. Security-focused packet inspection
                          • 2. Create/read/modify traffic captures
                            • 3. Protocol analysis
                              Topic 3: Web & Database Interaction20%- Database Operations
                              • 1. Secure data handling
                                • 2. Database connectivity
                                  • 3. Query execution
                                    - Website Interaction
                                    • 1. API integration
                                      • 2. Cookies and session handling
                                        • 3. HTTP requests and responses
                                          Topic 4: Python Language Essentials20%- Functions, Classes & OOP
                                          • 1. Object-oriented programming
                                            • 2. Type hints and docstrings
                                              • 3. Function definition and parameters
                                                - Python Basics
                                                • 1. Strings, bytes, Unicode handling
                                                  • 2. Data types and structures
                                                    • 3. Program creation, execution and debugging
                                                      • 4. Input/output handling
                                                        - Control Structures & Iteration
                                                        • 1. Conditionals and loops
                                                          • 2. Error management
                                                            • 3. Exception handling
                                                              Topic 5: Security & Advanced Applications20%- AI & Automation
                                                              • 1. Tool automation
                                                                • 2. Code validation and security
                                                                  • 3. LLM API integration
                                                                    - Executable Creation
                                                                    • 1. Security considerations
                                                                      • 2. Convert Python to standalone executables

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