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  • Total Questions: 75
  • Updated on: Sep 03, 2026
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GPYC Exam Details

The GIAC GPYC evaluation is a proctored test which can be taken either online or in a valid testing center. Overall, it includes 75 questions. While the vendor doesn’t mention how the inquiries are structured, still, the exam-takers should expect to face a quite difficult exam that will take them through different types of questions. The allotted time for finalizing the whole testing procedure is 2 hours. During this time, the examinees will need to answer correctly to as many questions as possible and obtain a minimum passing score of 67%. The last thing to know - the registration fee for taking the official exam is $1,999.

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

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GIAC GPYC Exam Syllabus Topics:

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

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