DevOps Manager
AI recommendation signal analysis across 94 domains for the DevOps Manager persona in Cloud Infrastructure Services.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
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Meet the education demand
The courses and training resources ranking for this industry. Spot topics with proven learner demand that you could teach, partner on, or get listed alongside.
Where the numbers come from
We run courses, training queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.
What's on this page
Domain and URL charts, the full result list, and title n-gram tables.
Research: Courses, Training
Domains appearing in Google results for DevOps Manager's Research: Courses, Training queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.
Top URLs
Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.
All Results
Every result for DevOps Manager's Research: Courses, Training queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.
Title N-Grams
Most common word phrases (2 to 7 words) across every result title for these queries.
2-grams
| 88 | infrastructure as |
| 85 | as code |
| 37 | code iac |
| 8 | introduction to |
| 6 | with terraform |
| 6 | to infrastructure |
| 6 | what is |
| 6 | is infrastructure |
| 5 | code for |
| 4 | iac training |
| 4 | code courses |
| 4 | training courses |
| 4 | iac with |
| 4 | training course |
| 4 | of infrastructure |
| 4 | and infrastructure |
| 4 | it infrastructure |
| 3 | code using |
| 3 | terraform infrastructure |
| 3 | code with |
| 3 | azure infrastructure |
| 3 | iac infrastructure |
| 3 | for beginners |
| 3 | iac and |
| 3 | and cloud |
3-grams
| 85 | infrastructure as code |
| 37 | as code iac |
| 6 | introduction to infrastructure |
| 6 | to infrastructure as |
| 6 | what is infrastructure |
| 6 | is infrastructure as |
| 5 | as code for |
| 4 | code iac training |
| 4 | as code courses |
| 4 | of infrastructure as |
| 4 | and infrastructure as |
| 3 | as code using |
| 3 | terraform infrastructure as |
| 3 | as code with |
| 3 | code with terraform |
| 3 | code iac with |
| 3 | iac with terraform |
| 3 | iac infrastructure as |
| 3 | code iac and |
| 3 | iac and cloud |
| 3 | learn infrastructure as |
| 3 | code iac in |
| 2 | as code online |
| 2 | code iac level |
| 2 | qa learning platform |
4-grams
| 37 | infrastructure as code iac |
| 6 | introduction to infrastructure as |
| 6 | to infrastructure as code |
| 6 | what is infrastructure as |
| 6 | is infrastructure as code |
| 5 | infrastructure as code for |
| 4 | as code iac training |
| 4 | infrastructure as code courses |
| 4 | and infrastructure as code |
| 3 | infrastructure as code using |
| 3 | terraform infrastructure as code |
| 3 | infrastructure as code with |
| 3 | as code with terraform |
| 3 | as code iac with |
| 3 | code iac with terraform |
| 3 | of infrastructure as code |
| 3 | as code iac and |
| 3 | code iac and cloud |
| 3 | learn infrastructure as code |
| 3 | as code iac in |
| 2 | infrastructure as code online |
| 2 | as code iac level |
| 2 | azure infrastructure as code |
| 2 | mastering infrastructure as code |
| 2 | as code using terraform |
5-grams
| 6 | introduction to infrastructure as code |
| 6 | what is infrastructure as code |
| 5 | to infrastructure as code iac |
| 4 | infrastructure as code iac training |
| 3 | infrastructure as code with terraform |
| 3 | infrastructure as code iac with |
| 3 | as code iac with terraform |
| 3 | is infrastructure as code iac |
| 3 | infrastructure as code iac and |
| 3 | as code iac and cloud |
| 3 | infrastructure as code iac in |
| 2 | infrastructure as code iac level |
| 2 | azure infrastructure as code iac |
| 2 | infrastructure as code using terraform |
| 2 | infrastructure as code iac azure |
| 2 | terraform infrastructure as code iac |
| 2 | free online infrastructure as code |
| 2 | online infrastructure as code courses |
| 2 | infrastructure as code courses moocs |
| 2 | infrastructure as code iac security |
| 2 | as code iac security training |
| 2 | code iac security training course |
| 2 | infrastructure as code for beginners |
| 2 | developing infrastructure as code with |
| 2 | ai driven infrastructure as code |
6-grams
| 5 | introduction to infrastructure as code iac |
| 3 | infrastructure as code iac with terraform |
| 3 | what is infrastructure as code iac |
| 3 | infrastructure as code iac and cloud |
| 2 | free online infrastructure as code courses |
| 2 | online infrastructure as code courses moocs |
| 2 | infrastructure as code iac security training |
| 2 | as code iac security training course |
| 2 | developing infrastructure as code with terraform |
| 2 | ai driven infrastructure as code iac |
| 2 | driven infrastructure as code iac and |
| 2 | as code iac and cloud automation |
| 2 | learn infrastructure as code iac in |
| 2 | infrastructure as code iac in devops |
| 2 | as code iac in devops learn |
| 2 | code iac in devops learn devops |
| 1 | best course to get started in |
| 1 | course to get started in infrastructure |
| 1 | to get started in infrastructure as |
| 1 | get started in infrastructure as code |
| 1 | started in infrastructure as code r |
| 1 | in infrastructure as code r devops |
| 1 | az 400 manage infrastructure as code |
| 1 | 400 manage infrastructure as code using |
| 1 | manage infrastructure as code using azure |
7-grams
| 2 | free online infrastructure as code courses moocs |
| 2 | infrastructure as code iac security training course |
| 2 | ai driven infrastructure as code iac and |
| 2 | driven infrastructure as code iac and cloud |
| 2 | infrastructure as code iac and cloud automation |
| 2 | learn infrastructure as code iac in devops |
| 2 | infrastructure as code iac in devops learn |
| 2 | as code iac in devops learn devops |
| 1 | best course to get started in infrastructure |
| 1 | course to get started in infrastructure as |
| 1 | to get started in infrastructure as code |
| 1 | get started in infrastructure as code r |
| 1 | started in infrastructure as code r devops |
| 1 | az 400 manage infrastructure as code using |
| 1 | 400 manage infrastructure as code using azure |
| 1 | manage infrastructure as code using azure and |
| 1 | infrastructure as code using azure and dsc |
| 1 | intro to managing resources using infrastructure as |
| 1 | to managing resources using infrastructure as code |
| 1 | infrastructure as code iac level 1 qa |
| 1 | as code iac level 1 qa learning |
| 1 | code iac level 1 qa learning platform |
| 1 | infrastructure as code with terraform learning path |
| 1 | azure infrastructure as code iac workshop training |
| 1 | part i introduction to infrastructure as code |