Editorial study collection
Automation and delivery¶
Study workflow and infrastructure automation, delivery controls, developer productivity, and AI-assisted software development.
This collection is a learning lens, not an official sequence or vendor pathway. Guides are grouped by editorial learning level and then sorted naturally by exam code. Start with the guide that best matches your current role and knowledge; use the others to broaden or deepen the same capability area.
Beginner and foundational¶
Start here for foundational vocabulary, concepts, and low-prerequisite certifications.
AI Business Professional
Official objectives checked 2026-10-28
IBM Certified Bob v2 Developer - Associate
Official objectives checked 2026-10-28
GitHub Foundations
Official objectives checked 2026-10-28
Linux Foundation Certified IT Associate
Official objectives checked 2026-10-29
NVIDIA-Certified Associate: AI Infrastructure and Operations
Official objectives checked 2026-10-29
PCEA Certified Entry-Level Automation Specialist with Python
Official objectives checked 2026-10-29
ServiceNow Certified System Administrator
Official objectives checked 2026-10-29
Intermediate, associate, and specialty¶
Role-based and specialty guides that assume practical product or platform experience.
Accelerating Sales Pipelines with AI in Dynamics 365
Official objectives checked 2026-10-28
Transforming Contact Center Experiences with AI in Dynamics 365
Official objectives checked 2026-10-28
Building Intelligent Applications
Official objectives checked 2026-10-28
Designing and Building Integrated AI Agent Solutions in Copilot Studio
Official objectives checked 2026-10-28
Developing AI Cloud Solutions on Azure
Official objectives checked 2026-10-28
Operationalizing Machine Learning and Generative AI Solutions
Official objectives checked 2026-10-28
Certified Kubernetes Administrator
Official objectives checked 2026-10-28
Certified Kubernetes Application Developer
Official objectives checked 2026-10-28
CompTIA Cloud+ (V4)
Official objectives checked 2026-10-28
Databricks Certified Associate Developer for Apache Spark
Official objectives checked 2026-10-28
Databricks Certified Data Engineer Associate
Official objectives checked 2026-10-28
AWS Certified Data Engineer - Associate
Official objectives checked 2026-10-28
Implementing Analytics Solutions Using Microsoft Fabric
Official objectives checked 2026-10-28
Implementing Data Engineering Solutions Using Microsoft Fabric
Official objectives checked 2026-10-28
Implementing Data Engineering Solutions Using Azure Databricks
Official objectives checked 2026-10-28
Developing AI-Enabled Database Solutions
Official objectives checked 2026-10-28
AWS Certified Developer - Associate
Official objectives checked 2026-10-28
Red Hat Certified System Administrator in OpenShift
Official objectives checked 2026-10-28
Red Hat Certified Advanced System Administrator in Ansible
Official objectives checked 2026-10-28
GitHub Actions
Official objectives checked 2026-10-28
GitHub Copilot
Official objectives checked 2026-10-28
Developing in Agentic AI Systems
Official objectives checked 2026-10-28
Associate Cloud Engineer
Official objectives checked 2026-10-28
Linux Foundation Certified System Administrator
Official objectives checked 2026-10-29
Microsoft Dynamics 365 Finance and Operations Apps Developer
Official objectives checked 2026-10-28
Microsoft Dynamics 365 Business Central Developer
Official objectives checked 2026-10-28
AWS Certified Machine Learning Engineer - Associate
Official objectives checked 2026-10-28
AWS Certified Machine Learning Engineer - Associate (beta)
Official objectives checked 2026-10-28
MongoDB Associate Atlas Administrator
Official objectives checked 2026-10-29
MongoDB Associate Developer
Official objectives checked 2026-10-29
Microsoft Power Platform Developer
Official objectives checked 2026-10-28
Salesforce Certified Agentforce Specialist
Official objectives checked 2026-10-29
Salesforce Certified Platform App Builder
Official objectives checked 2026-10-29
Salesforce Certified Platform Developer
Official objectives checked 2026-10-29
ServiceNow Certified Application Developer
Official objectives checked 2026-10-29
AWS Certified CloudOps Engineer - Associate
Official objectives checked 2026-10-28
Terraform Associate (004)
Official objectives checked 2026-10-28
CompTIA Linux+ (V8)
Official objectives checked 2026-10-29
Cisco Certified Network Associate
Official objectives checked 2026-10-28
Cisco Certified Network Associate Automation
Official objectives checked 2026-10-28
Expert and professional¶
Advanced architecture, leadership, and professional certifications for experienced practitioners.
Designing and Implementing Multi-Agent AI Solutions
Official objectives checked 2026-10-28
AWS Certified Generative AI Developer - Professional
Official objectives checked 2026-10-28
Designing and Implementing Microsoft DevOps Solutions
Official objectives checked 2026-10-28
Microsoft Certified: Agentic DevOps Engineer Expert (beta)
Official objectives checked 2026-10-29
Certified Kubernetes Security Specialist
Official objectives checked 2026-10-28
Databricks Certified Data Engineer Professional
Official objectives checked 2026-10-28
AWS Certified DevOps Engineer - Professional
Official objectives checked 2026-10-28
Red Hat Certified Developer in AI
Official objectives checked 2026-10-28
Red Hat Certified Specialist in Cloud-native Development
Official objectives checked 2026-10-28
NVIDIA-Certified Professional: AI Operations
Official objectives checked 2026-10-29
Terraform Authoring and Operations Advanced
Official objectives checked 2026-10-28