Preloader spinner
AI CERTIFICATION PATHWAYS

Build practical AI skills from fundamentals to generative AI, machine learning and cloud AI

Artificial Intelligence is changing how organisations analyse information, automate work, create content and build digital services. Certification and practical training can help professionals understand AI concepts and develop skills that are relevant to their role.

ExperTrain offers instructor-led AI training covering AI fundamentals, generative AI, machine learning, Microsoft and AWS AI technologies, responsible AI and practical business applications.

Business professionals using artificial intelligence for digital transformation
AI • Generative AI • Machine Learning • Cloud
CHOOSE A CERTIFICATION ROUTE

From AI fundamentals to generative AI, machine learning and cloud platforms

01

AI Fundamentals

Build a clear understanding of artificial intelligence, machine learning, generative AI and the opportunities, limitations and responsible use of AI technologies.

02

Generative AI & Copilot

Develop practical skills using generative AI assistants and copilots for research, content, productivity, analysis and everyday business tasks.

03

Machine Learning & AI Engineering

Progress into technical AI skills including machine learning models, AI solutions, data-driven applications and the tools used to design and implement intelligent systems.

04

Cloud AI Platforms

Develop platform-specific AI skills using services and technologies from Microsoft Azure, AWS and other cloud ecosystems.

POPULAR CERTIFICATION PATHWAYS

Choose the route that matches your AI role and goals

AI skills are relevant across technical and non-technical roles. The pathways below provide practical starting points for people building AI literacy as well as professionals progressing into generative AI, machine learning and cloud-based AI solutions.

AI • FOUNDATION

AI Fundamentals

A strong starting point for understanding AI concepts, terminology, capabilities and responsible use before progressing into more technical or platform-specific areas.

Browse AI foundation courses →
GENERATIVE AI • COPILOT

Generative AI & Copilot

Develop practical skills with generative AI tools and copilots, including prompting, content creation, research, analysis and productivity applications.

Browse generative AI courses →
MACHINE LEARNING • ENGINEERING

Machine Learning & AI Engineering

Build deeper technical knowledge of machine learning, AI solution development and the engineering practices used to create intelligent applications.

Browse machine learning and AI courses →
MICROSOFT • AZURE AI

Microsoft AI & Azure AI

Develop AI skills across Microsoft technologies, from AI fundamentals and Azure AI services to Copilot and the tools used to build intelligent solutions.

Browse Microsoft AI courses →
AWS • AI • CLOUD

AWS AI & Machine Learning

Build AI and machine learning capability within AWS, including generative AI, cloud AI services and platform-specific skills for developing and deploying AI solutions.

Explore AWS AI training →
RESPONSIBLE AI • GOVERNANCE

Responsible AI & AI Governance

Understand responsible AI principles, governance, risk, privacy and ethical considerations so AI can be adopted and managed appropriately within organisations.

Browse responsible AI courses →
FINDING YOUR STARTING POINT

Which AI certification is right for you?

New to Artificial Intelligence?

Start with an AI fundamentals course to understand core concepts, terminology, capabilities and responsible use before choosing a more specialised pathway.

Using AI in a business role?

Generative AI and Copilot training can help professionals use AI more effectively for productivity, research, communication, analysis and everyday business tasks.

Building AI solutions?

Machine learning and AI engineering routes are better suited to developers, data professionals and technical specialists who need to design, build or integrate AI solutions.

Working with Microsoft Azure or AWS?

Choose platform-specific AI training where your organisation uses Azure, AWS or another cloud ecosystem, particularly if you already have core cloud knowledge.

AI engineer working with a machine learning development workflow
ARTIFICIAL INTELLIGENCE COURSE HUB

Explore all Artificial Intelligence training

Our Artificial Intelligence course hub brings together instructor-led training covering AI fundamentals, generative AI, Copilot, machine learning, cloud AI and responsible AI.

VIEW AI COURSES
AI CERTIFICATION FAQS

Common questions

Which AI certification should I start with?

If you are new to AI, a fundamentals-level course is usually the best starting point because it introduces core concepts, terminology, common applications and responsible AI before more specialised technologies.

Do I need technical experience to learn AI?

Not for every course. AI fundamentals, generative AI and Copilot training can suit non-technical professionals, while machine learning and AI engineering courses may require programming, data or cloud experience.

Should I choose Microsoft, AWS or vendor-neutral AI training?

Vendor-neutral training is useful for building broad AI understanding. Microsoft or AWS pathways can be more appropriate when your organisation already uses those platforms or your role requires platform-specific AI skills.

Can ExperTrain help me choose the right pathway?

Yes. If you are unsure which AI course or certification best matches your experience, role and career plans, contact ExperTrain and we can help you compare the available routes.

Ready to develop your Artificial Intelligence skills?

Explore our instructor-led AI courses and scheduled dates, or contact ExperTrain for help choosing the training route that best matches your role and goals.

Join our mailing list

Receive details on our new courses and special offers

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.