Open curriculum · BNQF & US accreditation

AI curriculum, ready for the classroom on day one.

Complete course packages, textbooks and a living skills map. Read online or download the full package for your university, board or class.

17
Courses
4
Textbooks
177
Mapped skills

Degree courses

Dual-accreditation course packages with a full 15-week schedule and companion textbook.

AI 1013 US credit hours · US 100-level dual enrollment · Introductory

Introduction to Artificial Intelligence

Foundations of AI (search, logic, probability, machine learning, neural networks and language models) with hands-on apps built on open models running locally. College-credit dual-enrollment course for high-school seniors (US · Bangladesh BNQF).

US dual enrollment (NACEP-aligned)ABET-informedBangladesh BNQFUGC Bangladesh
AIN 4013 US credit hours · BNQF Level 7 · Undergraduate senior

AI Native Product Engineering

A dual-accreditation course package (US regional accreditation · Bangladesh BNQF) taking students from AI fundamentals to shipping, evaluating, securing and operating AI-native products through the AI-DLC workflow.

US (WSCHE/HLC/ABET-aligned)Bangladesh BNQFBAETEUGC Bangladesh
AIN 4023 US credit hours · BNQF Level 7 · Undergraduate upper-division

AI Native Business Analysis

BABOK-aligned business analysis for the age of AI: eliciting, modelling, evaluating and governing AI-enabled change. Dual-accreditation package (US · Bangladesh BNQF) for BBA / B.S. programmes.

US (MSCHE/AACSB-aligned)Bangladesh BNQFBACUGC Bangladesh
AIN 4033 US credit hours · BNQF Level 7 · Undergraduate upper-division

AI Native Organizational Leadership

Leading strategy, governance, people and value in organisations where AI is part of how work gets done. Dual-accreditation package (US · Bangladesh BNQF) for BBA / B.S. management and leadership programmes.

US (MSCHE/AACSB-aligned)Bangladesh BNQFBACUGC Bangladesh

Mastery courses

Special 3-credit zero-to-mastery tracks: a build every day, a portfolio artefact every phase, and an oral defence.

MST 501Mastery · 90 days3 US credit hours · Mastery course · Upper-division / professional elective

AI Architecture Mastery

Zero knowledge to production-grade agent systems in 90 days: the ten-layer production agent lifecycle taught as architectural primitives first, with a build every day and a portfolio artefact every phase.

US credit hour (34 CFR 600.2)Bangladesh BNQFOutcome-based assessmentMastery track
MST 502Mastery · 90 days3 US credit hours · Mastery course · Upper-division / professional elective

Harness Engineering Mastery

Zero knowledge to production-grade agent harnesses in 90 days: the loop, tools, context, memory, orchestration, evaluation, security and governance that turn a model into a reliable agent.

US credit hour (34 CFR 600.2)Bangladesh BNQFOutcome-based assessmentMastery track
MST 503Mastery · 30 days3 US credit hours · Mastery course · Upper-division / professional elective

Cursor Mastery

Zero to master in 30 days with Cursor, the AI-native editor: Tab, Agent, Composer, Rules, MCP, Hooks, Cloud Agents, the Agents Window and the enterprise stack, with every step linked to the source.

US credit hour (34 CFR 600.2)Bangladesh BNQFOutcome-based assessmentMastery track
MST 504Mastery · 30 days3 US credit hours · Mastery course · Upper-division / professional elective

Jev Mastery — The Decision Layer

Zero to production in 30 days with Jev, a System One decision model: calibrated, typed decisions, confidence policies, cascades, agent and knowledge-graph integration, and a production architecture on AWS, with four audience tracks.

US credit hour (34 CFR 600.2)Bangladesh BNQFOutcome-based assessmentMastery track
MST 505Mastery · 90 days3 US credit hours · Mastery course · Upper-division / professional elective

Context Engineering Mastery

Zero knowledge to production-grade context systems in 90 days: everything a model receives, retains, retrieves, prioritises and discards — retrieval, memory, tools, evaluation, caching, security and governance.

US credit hour (34 CFR 600.2)Bangladesh BNQFOutcome-based assessmentMastery track
MST 506Mastery · 90 days3 US credit hours · Mastery course · Upper-division / professional elective

AI Data Engineering Mastery

Zero to production-grade AI data platforms in 90 days: parsing and chunking, vector databases, hybrid retrieval, knowledge graphs and GraphRAG, evaluation, pipelines, security and governance.

US credit hour (34 CFR 600.2)Bangladesh BNQFOutcome-based assessmentMastery track
MST 507Mastery · 90 days3 US credit hours · Mastery course · Upper-division / professional elective

Loop Engineering Mastery

Zero to mastery of feedback loops for AI systems in 90 days: control theory, agentic loops, reflection, verifiers, orchestration, evaluation, production safety and autonomous self-improving loops.

US credit hour (34 CFR 600.2)Bangladesh BNQFOutcome-based assessmentMastery track
MST 508Mastery · 90 days3 US credit hours · Mastery course · Upper-division / professional elective

LLM Engineering & LLMOps Mastery

Zero to production LLM engineer in 90 days: model internals, prompt and context engineering, RAG and agents, evaluation and observability, serving and fine-tuning, and production LLMOps with security and governance.

US credit hour (34 CFR 600.2)Bangladesh BNQFOutcome-based assessmentMastery track
MST 509Mastery · 90 days3 US credit hours · Mastery course · Upper-division / professional elective

AI-Ready Enterprise Knowledge Fabric Mastery

Zero to mastery in 90 days: build a trusted enterprise knowledge fabric — ingestion and document intelligence, entity resolution and provenance, ontology-validated knowledge graphs, permission-aware hybrid retrieval, the AI control plane, and governance, scale and architecture.

US credit hour (34 CFR 600.2)Bangladesh BNQFOutcome-based assessmentMastery track

Textbooks

Chapter-by-chapter readers linked to course weeks and skills.

Skills map

Industry skills mapped to outcomes, weeks and chapters — kept up to date.

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