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

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GIAC GPYC Exam Syllabus Topics:

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

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