Generative AI Certification

Quick answer

The best generative AI certification depends on your role: Google Cloud Generative AI Leader ($99) or AWS Certified AI Practitioner ($100) for beginners and managers, and AWS Certified Generative AI Developer, Professional ($300), Databricks Generative AI Engineer Associate ($200), NVIDIA NCA-GENL ($125) or Microsoft's AI-103 for developers. All prices are in US dollars on the official exam pages in October 2026, and Microsoft prices vary by country. A certification is a proctored exam from a vendor. A course certificate only shows you finished a course. Both help, but neither replaces real project work.

Key takeaways

1. Generative AI certifications at a glance

Short answer: Nine vendor certification exams cover generative AI in October 2026, from business-level exams at $99 to professional developer exams at $300, plus several course certificates that are not proctored exams.

Use this table to shortlist. Costs are as stated on each official page in October 2026, in US dollars, before tax.

And here is how the exams compare on format:

Oracle's OCI Generative AI Professional is also popular in India, but we could not verify its current exam details on Oracle's own pages (see section 10).

2. Certification vs course certificate: know the difference

Short answer: A certification is a proctored, timed exam set by a vendor that you pass or fail; a course certificate shows you completed a course. Recruiters weigh them differently, so know which one you are buying.

This is the most common confusion among Indian learners. Many online courses say "with certificate", and many students assume it is the same as a Google or AWS certification. It is not.

Both have value. A course teaches you; a certification tests you. The strongest profile has both, plus a GitHub project that shows you can build. If you want to compare what courses cost in India, our guide to generative AI course fees breaks down each tier.

A few words you will see on exam pages:

3. Google Cloud Generative AI Leader

Short answer: Google Cloud's Generative AI Leader is a foundational, non-technical exam: 90 minutes, 50 to 60 multiple-choice questions, $99, valid for 3 years, with no prerequisites.

According to the official Google Cloud certification page (October 2026), the exam is meant for anyone in any job role, with or without hands-on technical experience. Google Cloud's launch blog targets managers, administrators and leaders in HR, marketing, finance and sales. It became available globally on 14 May 2025.

Exam facts from the Google Cloud page (October 2026):

The exam has four sections. Google Cloud's launch blog gave approximate weights: fundamentals of gen AI about 30%, Google Cloud's gen AI offerings about 35%, techniques to improve gen AI model output about 20%, and business strategies for a successful gen AI solution about 15%. The certification page says the exam was recently updated for branding changes, so check the exam guide before you study.

Google Cloud also offers a no-cost Generative AI Leader learning path of five courses, about 7 to 8 hours in total: Gen AI: Beyond the chatbot; Gen AI: Unlock foundational concepts; Gen AI: Navigate the landscape; Gen AI Apps: Transform your work; and Gen AI Agents: Transform your organization. The certification page links a study guide, the exam guide and untimed sample questions.

This is a summary only. For the full domain breakdown, registration steps, a study plan and practice questions, read our Google Cloud Generative AI Leader certification guide.

4. Google Cloud Professional Machine Learning Engineer

Short answer: The Professional Machine Learning Engineer exam is Google Cloud's advanced ML certification: 2 hours, 50 to 60 questions, $200, with 3+ years of industry experience recommended.

This is not a GenAI-only exam. It covers building, training and running ML systems on Google Cloud, and Google Cloud's page (October 2026) says it was updated for the move from Vertex AI to Gemini Enterprise Agent Platform (formerly Vertex AI). Google combined Vertex AI into this platform on 22 April 2026, and Vertex AI Studio became Agent Studio. So study the new platform names, not old Vertex AI notes.

Exam facts from the Google Cloud page (October 2026):

Choose it if you already work as a data scientist or ML engineer and your company runs on Google Cloud. For a fresher, the Generative AI Leader or a foundational AWS or Microsoft exam is a better first step.

5. Microsoft generative AI certifications (AI-901 and AI-103)

Short answer: In October 2026 Microsoft's GenAI path is Azure AI Fundamentals (exam AI-901) for beginners and Azure AI Apps and Agents Developer Associate (exam AI-103) for developers; AI-900 has been replaced and the AI-102 certification is retired.

Many blogs still recommend AI-900 and AI-102. Microsoft Learn pages say otherwise (October 2026):

Azure AI Fundamentals (exam AI-901)

This is the entry exam. Microsoft Learn (October 2026) lists two skill areas: identify AI concepts and capabilities (40 to 45%), and implement AI solutions by using Microsoft Foundry (55 to 60%). The passing score is 700, the exam is offered in 13 languages, and the price depends on the country where you take it. It suits freshers, testers, analysts and anyone whose company runs on Microsoft Azure.

Azure AI Apps and Agents Developer Associate (exam AI-103)

This is the developer exam. The Microsoft Learn certification page (October 2026) describes it as intermediate, for Azure AI engineers who build agents and AI solutions with Python and Microsoft Foundry. Key facts:

Microsoft has not published domain weights for AI-103 on the pages we checked, so do not trust third-party percentages. AI-103 fits .NET and Python developers in Indian IT services firms that run Azure projects. One Tech Mahindra job description we read on 24 October 2026 asked for Azure OpenAI, Azure AI Foundry, Azure AI Search and Semantic Kernel, which is close to what this exam covers.

6. AWS generative AI certifications

Short answer: AWS has two GenAI-focused certifications: AWS Certified AI Practitioner (foundational, $100, 65 questions) and AWS Certified Generative AI Developer, Professional (AIP-C01, $300, 75 questions, 180 minutes).

"AWS generative AI certification" is the most searched vendor variant in India, and AWS gives you a clear two-step path.

AWS Certified AI Practitioner (AIF-C01)

According to AWS's certification page (October 2026), this is a foundational exam that does not require you to build AI or ML solutions. Facts:

It suits freshers, business analysts, project managers, pre-sales and support staff who need to talk about AI on AWS with confidence.

AWS Certified Generative AI Developer, Professional (AIP-C01)

This is the hardest exam on this list. The AWS certification page (October 2026) lists:

On AWS, the main service for this work is Amazon Bedrock, which AWS describes as a service to build generative AI applications and agents with foundation models (large models trained on broad data that you adapt to many tasks). This exam fits engineers on AWS projects: one Infosys Hyderabad job description we read on 24 October 2026 asked for AWS SageMaker, Bedrock, Lambda, S3, ECS and EKS.

AWS also runs an AWS Certified Machine Learning Engineer, Associate exam. Its page is live, but we did not verify its details for this guide.

7. NVIDIA generative AI certifications (NCA-GENL and NCA-GENM)

Short answer: NVIDIA offers two associate exams: NCA-GENL for large language models and NCA-GENM for multimodal AI; each is 1 hour, 50 to 60 questions, $125 and valid for 2 years.

NVIDIA's exams are less tied to one cloud, which makes them useful if you work across platforms.

NCA-GENL: Generative AI LLMs, Associate

The NVIDIA certification page (October 2026) lists 50 to 60 multiple-choice questions in 1 hour, a $125 fee, 2-year validity (you recertify by retaking the exam), English only, and booking through a Certiverse account. The only prerequisite is a basic understanding of generative AI and LLMs (large language models: models trained on huge amounts of text to predict the next token, a small chunk of text).

The section weights help you plan:

NCA-GENM: Generative AI Multimodal, Associate

NVIDIA's multimodal exam has the same shape: 50 to 60 questions, 1 hour, $125, valid 2 years, English, taken online with remote proctoring through Certiverse (NVIDIA, October 2026). Multimodal means models that work with more than one kind of data, such as text, images and audio. Pick it if you are more interested in image or video generation than in chat and text apps.

8. Databricks Certified Generative AI Engineer Associate

Short answer: Databricks' GenAI exam is a developer-level associate certification: 45 scored questions, 90 minutes, $200, valid 2 years, with a heavy focus on building and deploying RAG applications.

The Databricks certification page (October 2026) lists these facts:

The exam sections and weights:

RAG (retrieval-augmented generation) means the app first searches your own documents, usually stored as embeddings (number lists that capture meaning) in a vector database, and then passes the best matches to the LLM so it answers from real data. Evaluation and monitoring check answers for quality and hallucination, which is when a model confidently makes things up. These are exactly the skills Indian job descriptions ask for most, which makes this exam a strong choice for data engineers and Python developers. Our guide on how to become a generative AI engineer explains how these skills fit the role.

9. Professional certificates and course-based options

Short answer: Course certificates from IBM, DeepLearning.AI, Google Cloud (on Coursera) and universities teach GenAI in depth, but they are not proctored certifications; use them to learn, then prove skills with a project or exam.

These are the main options we checked on official pages in October 2026:

Training institutes and edtech platforms sit between these two ends, usually with live classes, projects and placement help. The generative AI course fees guide covers that tier.

10. Oracle and other vendor options

Short answer: Oracle's OCI Generative AI Professional is widely searched in India, but its exam page did not load for us in October 2026, so check the current code, price and format on Oracle University before you register.

Oracle has a free learning path called "Become an OCI Generative AI Professional" on its MyLearn site, but we could not read its content, and the exam page timed out twice. Many blogs quote a price, question count and exam code for this certification. We have not verified those details, so confirm the exam code, price and format on Oracle's own site.

If you work on SAP, Salesforce or another enterprise platform, check that vendor's official certification site for AI exams. We did not verify those for this guide. Prefer an exam from the platform your employer or target employer already uses.

11. Free generative AI certification options

Short answer: You can prepare for free, but almost every proctored GenAI exam costs money; free routes give you learning paths, sample questions, badges and course previews rather than a free vendor certification.

Here is what is genuinely free or low-cost, based on official pages in October 2026:

Be careful with "free generative AI certification" ads. A free certificate from an unknown site rarely helps your resume. A free official learning path followed by a paid proctored exam usually does.

12. Which generative AI certification is best for you?

Short answer: Choose by role and cloud: Generative AI Leader for non-technical roles, AWS AI Practitioner or AI-901 for freshers, AIP-C01, AI-103, Databricks or NCA-GENL for developers, and the Google Professional ML Engineer for experienced ML engineers.

There is no single "best generative AI certification". The right one matches your background and the cloud used by the companies you want to join.

Some practical notes:

13. A 6-week prep plan for any generative AI certification

Short answer: Spend six weeks at about an hour a day: read the exam guide, take the free official course, build one small project, then practise with sample questions and revise weak areas.

This plan works for foundational and associate exams. For professional exams such as AIP-C01, double it and add real project time.

Quick definitions for week 2: a token is a small chunk of text the model reads; a prompt is the instruction you give; the context window is how much text the model can consider at once; fine-tuning means further training a model on your own examples.

Prioritise by weight. For example, Application Development is 30% of the Databricks exam, while Governance is 8%. If you need a longer, skills-first learning path beyond one exam, follow our generative AI roadmap.

14. Is a generative AI certification worth it? What Indian JDs say

Short answer: A certification is worth it as a structured learning goal and a resume signal, but Indian job descriptions in October 2026 rarely required one; skills such as Python, RAG, LangChain and cloud services mattered far more.

We read 12 GenAI job descriptions from Indian listings on 24 October 2026, from firms including Capgemini, Infosys, Tech Mahindra, PwC, Tiger Analytics, Coforge, Wells Fargo, TCS, JPMorganChase and Crisil. Here is what they showed:

Keyword searches tell the same story. On 24 October 2026, Naukri showed about 10,953 results for "generative ai" in India, 7,585 for "rag" and 4,323 for "langchain". These are keyword-match counts that include duplicates and loosely related roles, not a count of open jobs. Still, they show that skill keywords drive search far more than certification names.

So when is a certification worth it?

For pay data by role and city, see our generative AI salary guide.

15. Exam tips that save marks

Short answer: Read the official exam guide first, study by domain weight, use only official sample questions to judge readiness, and test your online proctoring setup a day before.

16. How Brolly Academy helps

Short answer: Brolly Academy's 3-month Generative AI course teaches the skills that GenAI certifications and job descriptions test, such as LLMs, prompt engineering, RAG, vector databases, fine-tuning and LLMs on cloud, with a Brolly completion certificate.

The Generative AI Training in Hyderabad course page (checked October 2026) lists:

To be clear: the course gives a Brolly Academy completion certificate. It does not include or promise a vendor certification. Its cloud module (Amazon Bedrock and Azure OpenAI) and its RAG, evaluation and fine-tuning modules overlap with what the AWS, Microsoft and Databricks exams cover, so many learners take the course first and a vendor exam afterwards. You can attend a free demo class before you enrol.

Frequently asked questions