GIAC GPYC : GIAC Python Coder (GPYC)

GPYC real exams

Exam Code: GPYC

Exam Name: GIAC Python Coder (GPYC)

Updated: Sep 18, 2026

Q & A: 75 Questions and Answers

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What is the duration, language, and format of GPYC : GIAC Python Coder Exam

  • Number of Questions: 75
  • Language: GPYC : GIAC Python Coder offered in English (U.S.)
  • Length of Examination: 120 minutes
  • Passing score: 67%
  • Format: Multiple choices, multiple answers

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

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GPYC : GIAC Python Coder Certification Path

The GPYC : GIAC Python Coder Certification is foundation level certification organized by GIAC mainly focussing on practitioner's knowledge and skill sets on python programming language. There is no prerequisite for this exam but those professional who having keen interest to work in the stream python programming language, data structures and programming concepts, debugging, system arguments, and argparser and want to learn about how to Python application development for pen testing: backdoors and SQL injection, then GPYC : GIAC Python Coder is the right option for them. For more information related to GIAC certification track GIAC-certification-path

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GIAC GPYC Exam Syllabus Topics:

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

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