Professional Certification Path

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Start here. The Google Data Analytics cert is the most accessible professional credential and proves data literacy that every subsequent cert builds on.

Earn AWS Solutions Architect Certification

AWS Solutions Architect – Associate is the most recognised cloud certification. It proves you can architect, not just use, cloud infrastructure.

Earn AWS ML Specialty Certification

Optional. The AWS ML Specialty is for those who want to anchor their certification portfolio at the intersection of cloud and machine learning.

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The capstone: any recognised professional certification in your chosen domain. This milestone proves you can prepare for and pass formal credentialling exams.

Earn CISSP Certification

Optional advanced milestone for those pursuing a security specialisation. CISSP is the most recognised security certification globally.

Audit the courses for free — every module and video is accessible without payment. Only pay for the certificate once you are ready to take the exam.

Amazon's free training platform with 500+ free courses. The 'AWS Cloud Practitioner Essentials' and 'Architecting on AWS' courses are the foundation for the SAA-C03 exam.

Free learning paths for all Microsoft certifications including Azure and Power Platform. Well-structured and regularly updated to match current exam objectives.

Free IBM courses with digital badges. The data science and AI courses are particularly strong and align well with the Google and AWS paths in this credential.

Free community exam questions for major certifications. Use for practice only — not as a substitute for understanding. The explanations in the comment sections are where the learning happens.