AWS retired the Machine Learning Specialty exam in March 2026. Here is the certification that replaced it, the exam domains it covers, and how to plan your study timeline before the next version arrives.
The AWS Certified Database – Specialty certification proves you can pick the right database service, migrate data with minimal downtime, and troubleshoot performance under production pressure. This guide breaks down what the exam covers, who benefits most, and how to build a study path to earn it.
A four-week AWS Cloud Practitioner study plan built for beginners. Week-by-week coverage of cloud concepts, core services, security, billing, and practice exams, plus how to book the CLF-C02 and where the certification leads after you pass.
The AWS Cloud Architect role is one of the most in-demand in Canada. Learn which certifications you need, which skills matter most, and how to build a realistic path from IT infrastructure to cloud architecture.
Trying to decide between AWS re/Start and self-study for your first cloud certification? Both paths lead to the same credential — but they suit different people. This guide breaks down the key differences so you can choose the right one.
The AWS Solutions Architect Professional certification is one of the hardest credentials in cloud computing — and one of the most respected. This guide covers what the SAP-C02 exam tests, how it differs from the Associate level, and how to prepare effectively.
The AWS Certified Security – Specialty is one of the most respected credentials in cloud security. This guide covers what the exam tests, who it is designed for, how to prepare, and whether it is the right move for your career.
Most IT organizations now run workloads across Azure, AWS, and Google Cloud at the same time. This post explains what a multi-cloud strategy means in practice, how each platform plays a different role, and which certifications help experienced IT professionals work across all three.
The AWS Certified SysOps Administrator – Associate is one of the most practical cloud certifications you can earn. This guide explains what it covers, who it is designed for, how it differs from other AWS associate certifications, and where it fits in your career path.
AWS DevOps certifications validate the skills cloud professionals use to automate delivery pipelines, manage infrastructure as code, and run production systems on AWS. Here is what each credential covers and how to approach the path.
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