Amit’s Library

Release v64: what is connected and what remains

Snapshot checked 5 October 2026. Counts describe assets and curated links, not mastery, degree equivalence or exhaustive coverage. This release finishes seven AI/analytics lessons. The catalogue now contains29 runnable bounded lessons and11 guided workflows,with no remaining brief-only entries. v64 adds eight individually answered business-analytics and visualisation questions;384individual answers and740generic records now remain in the main bank. Matrix counts are unchanged.

AreaCurrent countRemaining work or boundary
Developed guided lessons11Human worksheets/tabletops; not executable implementations
Foundation chapter records138Outcome and advanced-depth review pending
Individual model answers384740 generic records pending
Runnable catalogue lessons290 briefs pending
Concepts with lab mappings6193 without curated lab mapping
Longer matrix readings119381 scaffolds pending
Worked numerical examples56Topic coverage review pending
Selected course reviews17Across ten institution labels; not full degree audits

Route coverage

Each lab is counted once per route. A chapter workshop may contain several exercises; these counts cover only individually connected catalogue lessons. Prompt counts include generic records. Reading estimates on route pages exclude practice and setup.

RouteChaptersIndividual answers / promptsExamplesRunnable / guided lessons
foundation60 / 4834 / 0
computing-foundation50 / 4007 / 0
integration-foundation44 / 3202 / 1
bba80 / 6495 / 0
bca90 / 7208 / 4
mba812 / 6454 / 3
analytics620 / 4837 / 2
data-analyst612 / 4818 / 2
product64 / 4837 / 0
consultant68 / 4812 / 3
entrepreneur64 / 4885 / 0
operations616 / 4865 / 3
hr60 / 4801 / 1
finance60 / 4862 / 3
ai516 / 4007 / 0
dba612 / 4834 / 3
research58 / 4037 / 1
independent40 / 3200 / 1

Conclusion queue: faster to slower

  1. Current branding/status and connection audit: repaired in v59; future releases must refresh counts.
  2. Guided routes and progress: functional checks pass; visual, screen-reader and broader user-task review remains.
  3. Business calculations connected in v60; governance/research guided exercises connected in v61.
  4. Governance,security and research guided worksheets were developed in v61.
  5. BPMN,latency,recovery,Power BI and Tableau lessons were developed in v62;external-tool execution remains unverified.
  6. Seven AI/analytics lessons developed in v63;broader datasets and advanced teaching remain future depth work.
  7. Individual assessment repairs and revision-card editorial review.
  8. Established frameworks and distinct advanced research treatment.
  9. Matrix scaffold replacement and thin-topic curriculum depth.
  10. Verified global syllabi, free courses, webinars and feeds.
  11. Full role-path coverage and final desktop/mobile/accessibility/performance/deployed-site audit.

Maintenance after a dependable release

Keep source access dates, broken-link checks, technology updates and learner feedback in a continuing maintenance queue. Release completion should mean a usable, connected and honestly documented library; internet-wide exhaustive coverage is not a finite acceptance criterion.

Machine-readable route coverage · Export or import your learning backup