Programs Catalog

Licensable courses and products

Expand each section for course tables. AINS rows include dates, links to a per-course overview (description + syllabus), and outbound links (LMS or program hub). AIMA 5001 adds a feature matrix (IMS CC, slides, assignments, media, dialogic, GitHub Classroom, LTI, subscription), demos, cartridge download, and purchase actions per SKU when released.

Purchase hub Specializations IMS CC viewer Castalia LMS

Graduate AI courses (AINS) Modular graduate-level courses — core, specialization clusters, capstone, certificate 100% online (default design)

Graduate AI courses under the AINS college today—the AIMA certificate (AINS5001), the More Human Than Human certificate (MHH5001) with the program hub at mhth.castalia.institute, nine core courses, five specialization clusters (healthcare, business, cybersecurity, robotics), a capstone, and a stackable Sovereign AI certificate (AINS6010). Additional Castalia colleges below are placeholders until their course lines are listed; Castalia licenses courses; partner institutions define program names, degrees, and how credits stack.

Audience
Universities, graduate divisions, and adult-serving online programs
Credits
Per institution (reference stack: 36 credits)
Duration
Reference stack: 36 credit hours (27 core + 9 specialization); institutions set pacing
Implementation
Licensable course modules—your team assembles credentials and catalog copy locally

AINS AINS — College of Artificial & Inquiring Systems

AIMA certificate
Code Course Date Status Link Overview Buy
AINS5001 A Modern Approach to AI AIMA certificate · 2026–27 — Open LMS Details Buy license
More Human Than Human (certificate)
Code Course Date Status Link Overview Buy
MHH5001 More Human Than Human Certificate · 2026–27 — Open LMS Details Buy license
Core courses
Code Course Date Status Link Overview Buy
AINS6001 Foundations of Artificial Intelligence Core sequence · catalog 2026–27 — Open LMS Details Buy license
AINS6002 Machine Learning & Predictive Modeling Core sequence · catalog 2026–27 — Open LMS Details Buy license
AINS6003 Deep Learning & Neural Networks Core sequence · catalog 2026–27 — Open LMS Details Buy license
AINS6004 Natural Language Processing Core sequence · catalog 2026–27 — Open LMS Details Buy license
AINS6005 AI Ethics, Law & Policy Core sequence · catalog 2026–27 — Open LMS Details Buy license
AINS6006 Big Data Management for AI Applications Core sequence · catalog 2026–27 — Open LMS Details Buy license
AINS6007 Applied AI Programming with Python Core sequence · catalog 2026–27 — Open LMS Details Buy license
AINS6008 AI Project Management & Deployment Core sequence · catalog 2026–27 — Open LMS Details Buy license
AINS6009 Capstone Project Capstone · rolling admissions 2026–27 — Open LMS Details Buy license
Sovereign AI certificate
Code Course Date Status Link Overview Buy
AINS6010 Sovereign AI Certificate line · 2026–27 — Open LMS Details Buy license
Healthcare AI specialization

Specialization overview

Code Course Date Status Link Overview Buy
AINS6100 AI in Medical Imaging Specialization pilot · 2026–27 — Open LMS Details Buy license
AINS6101 Predictive Analytics in Population Health Specialization pilot · 2026–27 — Open LMS Details Buy license
AINS6102 AI for Clinical Decision Support Specialization pilot · 2026–27 — Open LMS Details Buy license
Business AI specialization

Specialization overview

Code Course Date Status Link Overview Buy
AINS6200 AI for Marketing & Customer Insights Specialization pilot · 2026–27 — Open LMS Details Buy license
AINS6201 Automation & Process Optimization Specialization pilot · 2026–27 — Open LMS Details Buy license
AINS6202 AI Strategy for Executives Specialization pilot · 2026–27 — Open LMS Details Buy license
Cybersecurity AI specialization

Specialization overview

Code Course Date Status Link Overview Buy
AINS6300 AI in Threat Detection Specialization pilot · 2026–27 — Open LMS Details Buy license
AINS6301 Automated Response Systems Specialization pilot · 2026–27 — Open LMS Details Buy license
AINS6302 AI for Risk Assessment Specialization pilot · 2026–27 — Open LMS Details Buy license
Robotics AI specialization

Specialization overview

Code Course Date Status Link Overview Buy
AINS6400 Robot Perception & Spatial AI Specialization pilot · 2026–27 — Open LMS Details Buy license
AINS6401 Motion Planning, Control & Learning for Autonomous Systems Specialization pilot · 2026–27 — Open LMS Details Buy license
AINS6402 Multi-Robot Systems & Human-Robot Interaction Specialization pilot · 2026–27 — Open LMS Details Buy license

ABUS ABUS — College of Business & Innovation Coming soon

Catalog status
  • Graduate business-AI, analytics, and leadership course lines are in planning. Listings will follow the same licensing pattern as AINS (codes, syllabi, IMS CC where applicable).
  • Partner with Castalia to prioritize ABUS course authoring and Moodle category alignment.

AHEL AHEL — College of Health, Equity & Life Sciences Coming soon

Catalog status
  • Clinical informatics, population health, and life-sciences AI pathways are scoped with partner institutions; public course rows will appear here as SKUs are finalized.
  • Healthcare specializations under AINS today can be a bridge while AHEL-specific codes roll out.

AESP AESP — College of Education & Social Impact Coming soon

Catalog status
  • Teacher preparation, learning analytics, and civic-technology course lines are in discovery. Expect graduate certificates and stackable modules similar to the AINS reference stack.
  • Contact Castalia for co-design and accreditation-friendly packaging.

AENG AENG — College of Engineering & Computing Systems Coming soon

Catalog status
  • Systems, software, robotics-adjacent, and embedded-AI offerings will publish here as licensable SKUs. Robotics AI under AINS previews part of this footprint.
  • Engineering programs should watch this space for discipline-specific lab and capstone bundles.

What institutions get

  • License single courses or coherent stacks to match your graduate catalog and accreditation story.
  • Combine core, specialization clusters, and capstone the way your program committee requires.
  • Support workforce-relevant outcomes with technical, ethical, and project-based training.

Best fit

  • Universities expanding graduate AI without authoring every syllabus in-house
  • Colleges extending professional master’s or certificate portfolios
  • Teams that want launch-ready courseware without a vendor-branded degree package
Sovereign AI (AINS6010) Certificate course Online with practical deployment labs

AINS6010 Sovereign AI: train cohorts to design, deploy, and operate AI where data, models, and policy stay under institutional control—covering sovereignty strategy, edge and on-premises stacks, and secure operations without assuming always-on public cloud APIs.

Audience
Institutions that need AI under jurisdictional and operational control—defense-adjacent labs, regulated industries, national or campus sovereignty mandates, and teams avoiding default public-cloud custody
Credits
Certificate portfolio course
Duration
Single-course certificate or stackable module
Implementation
Certificate-ready applied technical course (on-prem, edge, and governed cloud patterns)

AINS AINS — College of Artificial & Inquiring Systems

Sovereign AI certificate
Code Course Date Status Link Overview Buy
AINS6010 Sovereign AI Certificate line · 2026–27 — Open LMS Details Buy license

What institutions get

  • Teach students to reason about sovereignty, residency, and threat models before choosing stacks.
  • Deploy and maintain capable inference in controlled environments (on-prem, edge, air-gapped patterns).
  • Package as a standalone certificate or stack with AINS core courses for workforce and technical programs.

Best fit

  • Applied AI, engineering, and cybersecurity programs with data-sovereignty requirements
  • Cyber-physical and critical-infrastructure curricula
  • Certificate portfolios for workforce learners who must keep AI on a short leash
AIMA 5001 — AIMA (Using AI to Make AI) Graduate-level AI foundations (5000-level); AIMA textbook sequence emphasizing AI methods for problem solving—search, planning, knowledge, learning, and intelligent agents Online-first; two product lines—GitHub-native lectures and repos (Simple), or full AI + LTI + subscription (Advanced)

A complete, licensable deployment of Artificial Intelligence: A Modern Approach at graduate rigor (AIMA 5001). Simple ships lecture materials plus the creation and release of GitHub instructor and student repositories (Classroom, Codespaces). Advanced adds the full AI teaching stack—hosted rich media, dialogic lectures, SAMWISE and BEATRICE, LTI delivery, and a subscription. Demo pages for engineering still live under web/demo-sources/ain2001/; the catalog lists one row per SKU.

Audience
Graduate CS and AI programs adopting Russell & Norvig with modern GitHub, Classroom, and AI-assisted workflows
Credits
Institution-defined (typically 3–4 graduate credits)
Duration
8 weeks sample · 24 Reveal lectures (expandable)
Implementation
Simple: release of the course GitHub repository with Reveal lectures, instructor and student GitHub Classroom workflows, IMS CC for LMS import, and Codespaces-ready assignments. Advanced: adds narrated media, dialogic delivery, SAMWISE, BEATRICE, and LTI 1.3 integration with a Castalia subscription.

Full 2-variant product page

AIMA 5001 products

Variant Overview Summary Status IMS CC Slides Assignments MP3 MP4 Dialogic GitHub Classroom Google Classroom LTI Subscription Demo LMS Buy
AIMA5001: Simple Details Lectures plus GitHub delivery: creation and release of the course repository with Reveal materials, IMS Common Cartridge for LMS import, and GitHub Classroom for instructor and student repos (Codespaces / devcontainer). Complete Apr 15, 2026 ✓ .imscc ✓ ✓ — — — ✓ — — — Open course demo LMS Buy $1,500
AIMA5001: Advanced Details Full AI teaching stack: narrated and dialogic delivery, SAMWISE curriculum tooling, BEATRICE AI TA, LTI 1.3 integration with your LMS, and a Castalia subscription for operations. Advanced stack ready Apr 30, 2026 ✓ .imscc ✓ ✓ ✓ ✓ ✓ ✓ — ✓ ✓ Open course demo LMS Not for sale yet

AINS AINS — College of Artificial & Inquiring Systems

Curriculum & delivery highlights
  • 24 lecture tracks mapped to AIMA 4e with Reveal.js delivery
  • 556+ indexed exercises with autograding and AI-rubric pathways (see course analysis docs)
  • Simple: GitHub instructor + student repos and Classroom templates with devcontainer / Codespaces
  • Advanced: LTI 1.3, subscription, dialogic delivery, SAMWISE, and BEATRICE (AI TA)

What institutions get

  • Ship a turnkey AIMA-aligned course with slides, readings, and assignments released from GitHub.
  • Run cohorts on GitHub Classroom with instructor and student repos, Codespaces, and autograding hooks.
  • Upgrade to Advanced for LTI, subscription-backed operations, and AI-assisted teaching (dialogic, SAMWISE, BEATRICE).

Best fit

  • Graduate CS programs adding a rigorous AI foundations course
  • Institutions standardizing on Git + AI tools for programming-heavy courses
  • Teams that want buyer-visible demos for each delivery format before licensing

Common buying structures

The same courseware can be licensed in different shapes depending on your catalog strategy and launch timeline.

Full graduate AI stack

Best for institutions that want the complete reference core, capstone, and specialization clusters licensed together.

Certificate portfolio

Best for institutions that want stackable AI certificates drawn from the core and Sovereign AI (AINS6010).

Specialization-first pilot

Best for teams starting with a healthcare, business, cybersecurity, or robotics AI concentration before full rollout.