📋 2026 Edition · Updated November 2026

SnowPro Specialty: Gen AI (GES-C02) Study Guide 2026

Q: How long does it take to prepare for the SnowPro Specialty: Gen AI (GES-C02) exam?

Most candidates with relevant background take 4-8 weeks studying 1-2 hours daily. Beginners may need longer depending on their current knowledge and experience.

Q: What is included in the SnowPro Specialty: Gen AI (GES-C02) study guide?

The study guide covers the exam syllabus, domain-wise topics, study roadmap, preparation strategy, exam tips and links to practice, mock exams, readiness testing and other preparation resources.

Q: Is this SnowPro Specialty: Gen AI (GES-C02) study guide enough to pass the exam?

The study guide is designed to organize your preparation around the exam syllabus and domains. Candidates should also use practice questions and timed simulations to test their ability to apply what they have learned.

Q: Can beginners use this SnowPro Specialty: Gen AI (GES-C02) study guide?

Yes. The guide can be used to understand the exam domains, identify the topics to study and follow a structured preparation roadmap.

Q: How many practice questions should I do?

There is no universal number that guarantees readiness. Focus on understanding why answers are correct or incorrect and use timed practice to identify gaps in your preparation.

Q: How can I identify my weak areas?

Use the Edureify readiness diagnostic to assess your preparation and identify weaker exam domains before deciding where to spend additional study time.

Complete exam coverage for the SnowPro Specialty: Gen AI (GES-C02): syllabus, domains, key topics, study plan and practical exam preparation strategy.

Questions

85 min

Duration

750

Passing score

Domains

Start Practice Test & Get My Study Plan Take Readiness Diagnostic

Your readiness score - take the free diagnostic to unlock your personalised analysis

Overall readiness (locked)

Snowflake for Gen AI Overview

Snowflake Gen AI Functions

Snowflake Gen AI Governance

Snowflake Document Processing

Run 10-Minute Free Diagnostic →

Exam at a Glance

SnowPro Specialty: Gen AI (GES-C02) Exam Overview

Key facts about the SnowPro Specialty: Gen AI (GES-C02) exam structure, format and scoring.

🆔

snowpro-specialty-gen-ai

Exam code

📝

55 questions

Total questions

⏱

85 minutes

Duration

🎯

750

Passing score

📋

4 domains

Exam domains

🏆

Certification

Credential type

ℹ️

Scoring method: Scaled score from 0 to 1000 with 750 required to pass; because items are scaled, 750 does not equal 75% correct. Results are provided at the end of the exam and via the Snowflake certification portal.. The exam may include unscored pilot questions - treat every question seriously.

Focus Areas

What should you study for the SnowPro Specialty: Gen AI (GES-C02) exam?

Start with the domains that make up the SnowPro Specialty: Gen AI (GES-C02) exam. Use the detailed syllabus below to work through the individual topics.

⚠️

Common mistake: Candidates often memorise terminology but struggle with scenario-based questions. Focus on when to use what, not just what exists.

🔐

Snowflake for Gen AI Overview (18%)

Snowflake's Gen AI principles, the Cortex AI suite and running and fine-tuning models in Snowflake.

🏗

Snowflake Gen AI Functions (38%)

Using Cortex AI SQL functions and LLM functions in queries and pipelines.

⚡

Snowflake Gen AI Governance (29%)

Controlling access, model availability, data location and cost for Gen AI workloads.

💰

Snowflake Document Processing (15%)

Building and optimizing document parsing pipelines with Snowflake document processing functions.

Full Syllabus

SnowPro Specialty: Gen AI (GES-C02) Exam Syllabus and Topics

The SnowPro Specialty: Gen AI (GES-C02) exam is divided into 4 domains. Each domain covers specific skills and topics. Expand a domain to see the detailed syllabus.

Cortex AI Suite and Best Practices

Snowflake Gen AI principles and best practices

Cortex AI features overview

Cortex Search and Cortex Analyst concepts

Choosing models and model families in Cortex

Custom and Open-Source Models

Snowpark Container Services for model hosting

Snowflake Model Registry

Cortex fine-tuning

Retrieval-augmented generation (RAG) patterns in Snowflake

~10 questions

18 marks

18% of exam weight

LLM Functions

AI_COMPLETE (COMPLETE)

Task-specific functions (summarize, translate, sentiment, extract answer)

AI_CLASSIFY and AI_FILTER

AI_AGG and AI_SUMMARIZE_AGG

Prompt and model parameters

Embeddings and Search

Embedding functions (AI_EMBED / EMBED_TEXT)

Vector data type and vector similarity functions

Cortex Search services

Building RAG applications

Applied Use

Structured outputs

Using Cortex functions in Snowpark Python

Cortex REST API

Performance and token considerations

~21 questions

38 marks

38% of exam weight

Access and Model Control

SNOWFLAKE.CORTEX_USER database role

RBAC for Cortex features

Model allowlist (CORTEX_MODELS_ALLOWLIST)

Guardrails for LLM output

Data Location and Cost

Cross-region inference settings

Cortex credit consumption and token billing

Monitoring usage with account usage views

Cost controls and budgets

~16 questions

29 marks

29% of exam weight

Parsing Documents

AI_PARSE_DOCUMENT (PARSE_DOCUMENT) OCR and layout modes

Staging files for processing

AI_EXTRACT for structured extraction

Supported file types and limits

Document Pipelines

Chunking parsed text (SPLIT_TEXT_RECURSIVE_CHARACTER)

Automating pipelines with streams and tasks

Optimizing document pipeline cost and performance

Feeding parsed documents into Cortex Search

~8 questions

15 marks

15% of exam weight

Study Plan

SnowPro Specialty: Gen AI (GES-C02) Structured Study Roadmap

Choose a preparation timeline based on how much time you have available. For a plan based on your actual readiness and weak domains, use the personalised Edureify study experience. Get My Training Plan →

Weeks 1-2

Core Services + Highest-Weighted Domain

Deep-dive into the most heavily tested domain. Spend more time here when its exam weight is significantly higher.

Official exam guideDomain 1 completeCore conceptsPractice questions

Week 3

Domain 2 - Hands-on Practice

Focus on scenario-based study and reinforce concepts through practical application where applicable.

Domain 2Scenario walkthroughsHands-on practicePractice questions

Week 4

Domain 3 - Deeper Concepts

Work through complex concepts and decision scenarios.

Domain 3Scenario drillsPractice examReview

Week 5

Remaining Domains + Weak Area Targeting

Identify your weaker domains and spend focused time closing those gaps.

Remaining domainsDiagnosticTargeted reviewStudy notes

Week 6

Full Simulations + Final Preparation

Use timed simulations to test your preparation and review the reasoning behind incorrect answers.

Full mock examsWrong-answer reviewFinal reviewExam logistics

Exam Strategy

Tips to pass SnowPro Specialty: Gen AI (GES-C02) on your first attempt

Practical advice for applying what you know, managing questions and preparing for exam conditions.

🗓

Snowflake Gen AI Functions is 38%: know current Cortex AI function names, arguments and when to use each, since the lineup changes often.

🔍

Governance (29%) covers model allowlists, CORTEX_USER access, cross-region inference and cost monitoring - topics builders often skip.

⏭

Document AI was dropped in the March 2026 C02 update; study AI_PARSE_DOCUMENT-based document processing pipelines instead.

📊

Get hands-on with Snowpark Container Services and the Model Registry, which are in the Overview domain.

🔁

Pace for 55 questions in 85 minutes (about 1.5 minutes each) and confirm current exam details on Snowflake's certification page before booking.

Recommended Resources

SnowPro Specialty: Gen AI (GES-C02) Study Resources

Use a focused set of resources alongside the study guide rather than trying to study from everything available.

Official

Official Exam Guide

Start with the authoritative exam objectives and blueprint.

→ Vendor website

Practice Tests

SnowPro Specialty: Gen AI (GES-C02) Practice Test

Practice questions with explanations and domain-level performance analysis.

→ Start free practice test

Mock Exam

SnowPro Specialty: Gen AI (GES-C02) Mock Exam

Timed preparation under realistic exam-style conditions.

→ Take free mock exam

Training

SnowPro Specialty: Gen AI (GES-C02) Certification Training

Structured preparation with personalised learning support and adaptive practice.

→ SnowPro Specialty: Gen AI (GES-C02) certification online training

AI Tutor

SnowPro Specialty: Gen AI (GES-C02) AI Tutor

Get help understanding concepts and work on weak areas with AI-powered learning support.

→ Try SnowPro Specialty: Gen AI (GES-C02) AI tutor

Reference

SnowPro Specialty: Gen AI (GES-C02) Cheat Sheet

Quick-reference summaries for final revision.

→ Get free cheat sheet

Diagnostic

SnowPro Specialty: Gen AI (GES-C02) Readiness Test

Assess your preparation and identify weaker exam domains.

→ Check my readiness

⚠️

Avoid brain dumps. Sites selling real or stolen exam questions may violate certification-provider rules and can leave candidates studying outdated material.

Reviews

What candidates say after passing

FAQ

Frequently asked questions about SnowPro Specialty: Gen AI (GES-C02)

How long does it take to prepare for the SnowPro Specialty: Gen AI (GES-C02) exam?

Most candidates with relevant background can structure their preparation over several weeks, depending on their existing knowledge, available study time and exam difficulty. Use the study roadmap above as a starting point and use the readiness diagnostic to identify where you need more preparation.

What is included in the SnowPro Specialty: Gen AI (GES-C02) study guide?

The guide covers the exam overview, domains, detailed syllabus and topics, study roadmap, exam preparation tips and links to practice, mock, readiness, cheat-sheet, AI Tutor and training resources.

Is this SnowPro Specialty: Gen AI (GES-C02) study guide enough to pass the exam?

The guide is designed to organize your preparation around the exam syllabus. You should combine it with practice questions and timed simulations so that you can test both your knowledge and your ability to apply it.

Can beginners use this SnowPro Specialty: Gen AI (GES-C02) study guide?

Yes. Start with the exam overview and domain breakdown, then work through the detailed topics using the study roadmap. Candidates with less experience may need additional time for foundational concepts.

How can I identify my weak areas?

Take the Edureify readiness diagnostic to assess your preparation and identify the domains where you need to focus more.

How does AI improve my preparation?

Edureify AI can help explain concepts, identify weaker areas from practice performance and support a more personalised preparation process.

Ready to prepare for SnowPro Specialty: Gen AI (GES-C02)?

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SnowPro Specialty: Gen AI (GES-C02) Study Guide 2026

SnowPro Specialty: Gen AI (GES-C02) Exam Overview

What should you study for the SnowPro Specialty: Gen AI (GES-C02) exam?

SnowPro Specialty: Gen AI (GES-C02) Exam Syllabus and Topics

Know if you'll pass SnowPro Specialty: Gen AI (GES-C02) before exam day

SnowPro Specialty: Gen AI (GES-C02) Structured Study Roadmap

Tips to pass SnowPro Specialty: Gen AI (GES-C02) on your first attempt

SnowPro Specialty: Gen AI (GES-C02) Study Resources

What candidates say after passing

Frequently asked questions about SnowPro Specialty: Gen AI (GES-C02)

Ready to prepare for SnowPro Specialty: Gen AI (GES-C02)?

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