CareerByteCode Exams

GenAI & LLMsskill assessments

Free, timed, auto-graded practice exams for AWS, Azure, Google Cloud, Kubernetes, security and more. Study a domain, prove your skill, and earn a certificate anyone can verify at careerbytecode.in/verify.

109Live exams
8Question types
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Certification paths: AWS Azure Google Cloud All paths →
How it works

Three steps to a verified skill

01

Choose an exam

Browse by cloud, domain, job role, or certification path. Not sure? Use "Help me choose" above.

02

Take a timed test

Auto-graded questions - multiple choice, fill-blank, drag-order, code and live SQL. Instant score.

03

Earn a verifiable certificate

Pass and get a certificate with a public verify link you can add to LinkedIn.

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Cloud & DevOps 9 exams Kubernetes 3 exams Data & AI 18 exams GenAI & LLMs 22 exams Security 35 exams SRE & Platform 2 exams Web & Frontend 2 exams Backend 2 exams Mobile 2 exams QA & SDET 2 exams Databases 2 exams Networking 4 exams Linux 3 exams System Design 3 exams
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Domain
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GenAI & LLMs assessments

22 live · Clear filters

AWS1

GenAI & LLMs Beginner

AWS Certified AI Practitioner (AIF-C01)

Scenario-based AIF-C01 practice exam: AI/ML and generative AI fundamentals, Amazon Bedrock and SageMaker use cases, prompt engineering, responsible AI, and security and governance on AWS.

⏱ 60 min ◎ 60 questions ✓ 70% to pass
Free to startStart →

Anthropic (Claude)4

GenAI & LLMs Intermediate

Claude Certified Developer - Foundations (CCDV-F)

Scenario-based Claude API foundations practice exam: 50 questions on the Messages API, system prompts, tool use and the agentic loop, streaming, prompt caching, structured outputs, vision and PDFs, batches and errors.

⏱ 90 min ◎ 60 questions ✓ 70% to pass
Free to startStart →
GenAI & LLMs Beginner

Claude Certified Associate - Foundations (CCAO-F)

Scenario-based practice exam for professionals using Claude at work: what Claude is, effective prompting, safe and responsible use, everyday workflows and knowing its limits.

⏱ 60 min ◎ 60 questions ✓ 70% to pass
Free to startStart →
GenAI & LLMs Expert

Claude Certified Architect - Professional (CCAR-P)

Advanced scenario-based practice exam for senior architects: governance, scaling and reliability, cost engineering, MCP, multi-tenant agent design, guardrails and security at scale.

⏱ 120 min ◎ 60 questions ✓ 75% to pass
Free to startStart →
GenAI & LLMs Intermediate

Claude Certified Architect - Foundations (CCAR-F)

Scenario-based practice exam for solution architects: scoping Claude use cases, model choice, RAG, tool use, context and cost control, cloud deployment, evaluation and security basics.

⏱ 90 min ◎ 60 questions ✓ 70% to pass
Free to startStart →

DataCamp1

GenAI & LLMs Intermediate

DataCamp Associate AI Engineer for Developers

Scenario-based practice exam for developers building LLM apps: model APIs, prompt engineering, embeddings and vector databases, RAG, orchestration frameworks, function calling and safe deployment.

⏱ 90 min ◎ 60 questions ✓ 70% to pass
Free to startStart →

DeepLearning.AI1

GenAI & LLMs Beginner

DeepLearning.AI: AI for Everyone

Scenario-based practice exam for AI for Everyone: what machine learning and neural networks can and cannot do, the AI project workflow, building an AI strategy, and AI in society.

⏱ 60 min ◎ 60 questions ✓ 70% to pass
Free to startStart →

EC-Council3

GenAI & LLMs Beginner

EC-Council Artificial Intelligence Essentials (AI|E)

Scenario-based AI|E practice exam: 50 questions on AI and ML foundations, generative AI and LLMs, prompt engineering, AI applications at work, and responsible, secure use of AI tools.

⏱ 60 min ◎ 60 questions ✓ 70% to pass
Free to startStart →
GenAI & LLMs Intermediate

EC-Council Certified Responsible AI Governance and Ethics (C|RAGE)

Scenario-based C|RAGE practice exam: 50 questions on AI risk assessment, governance policy, fairness, transparency, accountability, privacy and compliance with the EU AI Act, GDPR, NIST AI RMF and ISO/IEC 42001.

⏱ 90 min ◎ 60 questions ✓ 70% to pass
Free to startStart →
GenAI & LLMs Intermediate

EC-Council Certified AI Program Manager (C|AIPM)

Scenario-based C|AIPM practice exam: 50 questions on AI strategy and portfolio alignment, governance and risk, data readiness, delivery and MLOps, stakeholder leadership and value realisation.

⏱ 90 min ◎ 60 questions ✓ 70% to pass
Free to startStart →

Google1

GenAI & LLMs Beginner

Google AI Essentials

Scenario-based Google AI Essentials practice exam: 60 workplace questions on AI fundamentals, productivity with AI tools, prompting, responsible AI use and staying ahead of AI change.

⏱ 60 min ◎ 60 questions ✓ 70% to pass
Free to startStart →

Google Cloud1

GenAI & LLMs Intermediate

Agentic AI on Google Cloud (Practice)

Practice exam (not an official Google Cloud certification) on agentic AI on Google Cloud: multi-agent design with ADK, tools, MCP and A2A, Vertex AI grounding and RAG, evaluation, guardrails and operations.

⏱ 90 min ◎ 60 questions ✓ 75% to pass
Free to startStart →

Microsoft Azure1

GenAI & LLMs Beginner

Microsoft Certified: AI Transformation Leader (AB-731)

Scenario-based AB-731 practice exam for business leaders: generative AI business value and ROI, Microsoft 365 Copilot, agents and Foundry, responsible AI, governance and security, and adoption and change.

⏱ 60 min ◎ 60 questions ✓ 70% to pass
Free to startStart →

NVIDIA1

GenAI & LLMs Intermediate

NVIDIA Generative AI LLMs (Associate)

Scenario-based NVIDIA generative AI and LLM associate practice exam: 50 questions on ML fundamentals, transformers, prompting, RAG, fine-tuning, experimentation, data analysis, deployment and trustworthy AI.

⏱ 90 min ◎ 60 questions ✓ 70% to pass
Free to startStart →

OpenAI (ChatGPT)4

GenAI & LLMs Beginner

ChatGPT Foundations for Teachers

Scenario-based practice exam for K-12 teachers using ChatGPT: lesson planning, curriculum, rubrics and assessment, differentiation, academic integrity, student data privacy and reviewing AI output.

⏱ 60 min ◎ 60 questions ✓ 70% to pass
Free to startStart →
GenAI & LLMs Intermediate

OpenAI Applied AI Foundations

Scenario-based practice exam on applying AI at work: multi-step workflows and automation loops, connecting data and tools, evaluation and quality control, human oversight and measuring impact.

⏱ 90 min ◎ 60 questions ✓ 70% to pass
Free to startStart →
GenAI & LLMs Beginner

OpenAI AI Foundations

Scenario-based practice exam on everyday AI literacy: how generative AI and ChatGPT work, prompt design, safe and responsible use, privacy, and recognising the limits of large language models.

⏱ 60 min ◎ 60 questions ✓ 70% to pass
Free to startStart →
GenAI & LLMs Intermediate

OpenAI Agents and Workflows

Scenario-based practice exam on building AI agents: function and tool calling, the agent loop, state and memory, orchestration, guardrails and permissions, evaluation, and agents versus workflows.

⏱ 90 min ◎ 60 questions ✓ 70% to pass
Free to startStart →

Oracle1

GenAI & LLMs Expert

Oracle Cloud Infrastructure (OCI) Generative AI Professional

Scenario-based OCI Generative AI Professional practice exam: LLM fundamentals, prompting and decoding, fine-tuning and dedicated AI clusters, RAG with vector search, LangChain, and Generative AI Agents.

⏱ 120 min ◎ 60 questions ✓ 70% to pass
Free to startStart →

PMI1

GenAI & LLMs Intermediate

PMI Certified Professional in AI Project Management (CPMAI)

Scenario-based CPMAI practice exam: business understanding and AI patterns, go/no-go, data understanding and preparation, model development, evaluation, and operationalization of AI projects.

⏱ 90 min ◎ 60 questions ✓ 70% to pass
Free to startStart →

Salesforce1

GenAI & LLMs Intermediate

Salesforce Certified Agentforce Specialist (AI-201)

Scenario-based Agentforce Specialist practice exam: agent topics and actions, Prompt Builder, grounding with Data Cloud, the Einstein Trust Layer, testing and deployment of agents in Salesforce CRM.

⏱ 90 min ◎ 60 questions ✓ 70% to pass
Free to startStart →

Other1

GenAI & LLMs Beginner

GenAI and LLMs (Practice, 50)

Scenario-based GenAI and LLM practice exam: 50 questions on RAG, prompting, context windows, LLM security, optimization, embeddings, sampling and tool use.

⏱ 60 min ◎ 60 questions ✓ 70% to pass
Free to startStart →
What learners say

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Certification paths

Follow a full ladder

☁AWSPractitioner → Associate → Professional → Specialty ☁AzureAZ-900 → AZ-104 → Expert → Specialty ☁Google CloudDigital Leader → ACE → Professional All pathsKubernetes, Security, Cisco, Red Hat, Data, AI →
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FAQ

Questions about the exams

Are the practice exams free?+

Your first exam is always free. After that a one-month plan from Rs 177 including GST (or inviting friends who take an exam) unlocks more. See the plans. Every exam is auto-graded and issues a verifiable certificate on a pass.

Do I get a certificate?+

Yes. Pass any exam and you earn a CareerByteCode certificate with a public verify link at careerbytecode.in/verify - add it to LinkedIn in one click.

How are the exams graded?+

Instantly and server-side. We support single and multiple choice, true or false, fill-in-the-blank, drag-to-order, code snippets, scenario questions, and live SQL graded against a real dataset.

Can I retake an exam?+

Yes. Retakes are allowed and every attempt shows in your exam history with its own answer review. Most exams shuffle the questions and options on each attempt, and some exams ask for a short break between attempts.

Are these the official certification exams?+

No. These are independent practice exams to test and prove your skills. They are not affiliated with AWS, Microsoft, or Google; official certification names are trademarks of their owners.

How is this different from a course?+

Courses teach; exams prove. Take an exam to benchmark where you stand, then use the linked prep course to close the gaps.

Certificates are issued by CareerByteCode and verifiable at careerbytecode.in/verify. Free to start.