course enrollments across three AI courses
Enrollments, not unique learners.
- Scope
- work
- Attribution
- direct
- Period
- 2024–2026 · as of 2026-07-30
- Source
- Internal analytics
Evidence
What the numbers mean.
Each claim keeps its source, date, attribution, and limit.
11 public measures · updated July 30, 2026Numbers
11 claims, each with its limit.
Learning reach
Enrollment and launch measures for three AI courses.
of course enrollments accompanied a W&B account created the same day
An observed same-day association, not a causal conversion claim.
- Scope
- work
- Attribution
- direct
- Period
- 2024–2026 · as of 2026-07-30
- Source
- Internal analytics
Evals-course signups in roughly 36 hours
Rounded down from the internal launch checkpoint.
- Scope
- work
- Attribution
- direct
- Period
- ~36 hours · as of 2025-01-10
- Source
- Internal analytics
Product adoption
Rounded usage measures for the W&B MCP Server.
MCP tool calls through July 29, 2026
Rounded down from the July 29 internal analytics checkpoint; direct project usage, not revenue.
- Scope
- work
- Attribution
- direct
- Period
- Through July 29, 2026 · as of 2026-07-29
- Source
- Internal analytics
MCP users across 1K+ organizations
Rounded launch-period adoption snapshot.
- Scope
- work
- Attribution
- direct
- Period
- Launch period · as of 2026-06-11
- Source
- Internal analytics
of weekly active MCP users were returning users
Weekly active-user composition at the cited checkpoint.
- Scope
- work
- Attribution
- direct
- Period
- Week of 2026-06-07 · as of 2026-06-11
- Source
- Internal analytics
of MCP users re-engaged in a week
Rounded weekly re-engagement checkpoint.
- Scope
- work
- Attribution
- direct
- Period
- Week of 2026-07-20 · as of 2026-07-28
- Source
- Internal analytics
Program impact
Reach and supported-pipeline measures for public programs.
in supported event pipeline across tracked 2024–2025 programs
Supported pipeline across tracked event programs; not revenue, closed ARR, or personal attribution.
- Scope
- portfolio
- Attribution
- associated
- Period
- 2024–2025 · as of 2025-10-01
- Source
- Internal analytics
leads from NVIDIA GTC 2024
Program reach, not individual attribution.
- Scope
- program
- Attribution
- contextual
- Period
- NVIDIA GTC 2024 · as of 2024-04-01
- Source
- Internal analytics
Archive reach
Counts derived from published project records.
dated public event and session references
Unique inventory rows; recordings and mirrors are counted separately.
- Scope
- collection
- Attribution
- contextual
- Period
- 2021–2026 · as of 2026-07-30
- Source
- Public footprint inventory
hours of public talks and interviews
Derived from 23 unique recording durations; mirrors and excerpts are excluded.
- Scope
- collection
- Attribution
- contextual
- Period
- 2021–2026 · as of 2026-07-30
- Source
- Public footprint inventory
Method
Three rules.
184 source records support 82 projects and series. Related records remain searchable without being counted twice.
- 01
Count each project once
Recordings, translations, mirrors, profiles, excerpts, and source pages do not inflate the total.
- 02
Separate contribution from causality
Individual contribution, program reach, supported pipeline, and organization outcomes remain separate.
- 03
Keep the limit beside the claim
Each derived measure keeps its period, source, attribution, rounding, and caveat.
Sources
198 sources.
1 matching sources1—1 shown
- 001Internal analytics — rounded public summaryMethod note · anishshah.devSupports 7K+ course enrollments across three AI courses · About half of course enrollments accompanied a W&B account created the same day · +7 moreOpen source ↗