What is the average return on investment for popular software engineering bootcamps compared to self-teaching with low-cost Udemy courses?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the average return on investment for popular software engineering bootcamps compared to self-teaching with low-cost Udemy courses?
4 real searches · 1 real-search pass
2025 software engineering bootcamp average tuition graduate employment salary outcomes CIRR report outcomesGoogle ↗
OBSERVEDConsequence
Course Report coding bootcamp cost average tuition 2024 2025 outcomes salaryGoogle ↗
OBSERVEDShort fact
Udemy software development course price typical sale price subscription 2025Google ↗
OBSERVEDOther / navigational
self taught software developers employment outcomes bootcamp return on investment studyGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
2025 software engineering bootcamp average tuition graduate employment salary outcomes CIRR report outcomes Google ↗
Course Report coding bootcamp cost average tuition 2024 2025 outcomes salary Google ↗
Udemy software development course price typical sale price subscription 2025 Google ↗
self taught software developers employment outcomes bootcamp return on investment study Google ↗
- State of the Bootcamp Market Report: 2024 Statistics and Share Analysis % · careerkarma.com
- Are Coding Bootcamps Worth It in 2025? · coursereport.com
- 272K Courses, 908M Enrollments: Breaking Down Udemy's Massive Catalog · classcentral.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 software engineering bootcamp average tuition graduate employment salary outcomes CIRR report outcomes OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Course Report coding bootcamp cost average tuition 2024 2025 outcomes salary OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Udemy software development course price typical sale price subscription 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
self taught software developers employment outcomes bootcamp return on investment study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |