GIAC (SANS)

GIAC Python Coder

GPYC

The GIAC Python Coder (GPYC) certification validates your ability to write and analyze working Python code, from core language essentials to packet analysis, website and database interaction, and AI-assisted workflows. It is designed for information security professionals, Python developers, forensic analysts, network defenders, and penetration testers who need to automate tasks and build custom tools. Earning GPYC demonstrates hands-on readiness to apply Python in real-world security operations.

Practice Free Questions

4Domains

12Objectives

75Practice pages

356Free questions

GPYC free practice questions

Choose any objective and open any question page — no sign-in required.

Python Basics

33 questions · 7 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–33

Data Structures

37 questions · 8 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–37

Control Structures and Iteration

14 questions · 3 pages

Questions 1–5 6–10 11–14

Functions, Classes and Objects

45 questions · 9 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45

Exception Handling

25 questions · 5 pages

Questions 1–5 6–10 11–15 16–20 21–25

Creation of Executables

35 questions · 7 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35

Regular Expressions

16 questions · 4 pages

Questions 1–5 6–10 11–15 16–16

Database Interaction

30 questions · 6 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30

Network Interfaces

17 questions · 4 pages

Questions 1–5 6–10 11–15 16–17

Website Interaction

47 questions · 10 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–35 36–40 41–45 46–47

Packet Analysis with Python

24 questions · 5 pages

Questions 1–5 6–10 11–15 16–20 21–24

Data Analysis with Python

33 questions · 7 pages

Questions 1–5 6–10 11–15 16–20 21–25 26–30 31–33

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Continue Free Practice

Percentages reflect share of the current practice bank, not official exam weightings. Every page above is a live, crawlable practice page (12 objectives · 75 pages).

GIAC Python Coder

GPYC free practice questions

Domain 1 · Python Fundamentals43% of practice bank · 5 objectives · 154 questions43%

Domain 2 · Scripting and Automation23% of practice bank · 3 objectives · 81 questions23%

Domain 3 · Network and Web Interaction25% of practice bank · 3 objectives · 88 questions25%

Domain 4 · Data Analysis9% of practice bank · 1 objectives · 33 questions9%