Other paths and programs we track
A working index of the AI education subjects we follow outside our two pillar reference pages.
Outside of the two pillar reference pages we maintain — on the Harvard and Google AI micro-credential programs — Edge Curriculum tracks a working list of paths, bootcamps, and programs that we cover in shorter form. The index below is updated quarterly. Inclusion is not an endorsement; it is a note that we consider the program worth following.
The ten we are currently tracking
1. The MIT AI bootcamp graduate path
A profile in development of a recent graduate of one of MIT Professional Education’s AI-track programs. We are interested in the question of whether short, residential bootcamp formats run by elite universities produce different hiring outcomes than their longer, asynchronous online cousins. The graduate in question agreed to be interviewed on background.
2. The Berlin autodidact founder track
A piece on a generation of Berlin-based founders who built AI companies without enrolling in any formal program — neither a university degree nor a structured certificate. We track this path because Berlin’s hiring culture historically rewards portfolios over credentials, and the founders we are following report that this has held up even as AI hiring has become more credential-conscious elsewhere.
3. Coursera’s AI specialization shifts
Coursera has restructured its applied AI specializations multiple times since 2021. We are tracking what has changed, what has stayed, and which of its specializations still command name recognition with hiring managers we interview. This is reference work, not commentary.
4. Community-college pathways to AI engineering
A profile in progress on community-college students who entered AI engineering through state-system associate’s degrees and stackable certificates. The pathway is underrepresented in trade-publication coverage, and the people on it report a substantially different cost structure than the four-year-degree pathway.
5. edX’s role in AI credentialing
edX hosts Harvard’s CS50 and a number of MIT applied-AI specializations. Its position in the credentialing landscape is unusual: it operates as a delivery layer for several elite institutions while building its own MicroBachelors and MicroMasters credentials. We track this overlap closely.
6. The high-school-to-founder path
A profile of a founder who skipped formal post-secondary education and built into an applied AI company directly from a strong high-school background plus stacked online credentials. This is a small population, but it is the most discussed when we talk to readers about which credentials carry weight without a degree underneath them.
7. The Lagos AI bootcamp scene
A working profile of a Lagos-based AI bootcamp graduating engineers into both local product teams and remote roles at Western companies. We are interested in how the Lagos bootcamp ecosystem positions its credentials in markets where Harvard and Google certificates are also options.
8. A Toronto AI master’s program
A reference piece in development on a one-year applied AI master’s at a major Toronto institution. The piece tracks admissions criteria, curriculum, employer-recognition signals, and the post-graduation placement pattern.
9. Internal corporate AI academies
Several large enterprises have launched internal AI academies in the last two years — closed credentials, available only to employees, designed to upskill in-house teams. We are tracking which of these are emerging as portable credentials that carry signal outside the company that issued them.
10. A Bangalore self-taught AI engineer turned founder
A profile in progress of a founder who built into AI engineering without a CS degree, primarily through structured self-study and a Google AI micro-credential stack. The piece will sit alongside our other founder profiles as a counterweight to the assumption that the credential-stacked path requires a US base.
How we use this list
The secondary subjects index is the bench. Pieces here are in some state of reporting, drafting, or quarterly review. Some will be promoted to full posts in the reports archive. Some will be folded into landscape pieces or comparative essays. A small number will be withdrawn entirely if reporting falls through.
If you are a graduate, instructor, admissions officer, or hiring manager with first-hand information that would strengthen any of the entries above, the editorial team welcomes correspondence. Inclusion in this index does not entail any commercial relationship with Edge Curriculum.