Course Catalog

What this page is

Every published course, its code, name, duration, module structure, and what each course’s certificate or badge requires in plain language. Generated directly from the platform’s own course and credential data, so it never drifts from what each course page itself shows.

AI General Workforce Courses

AI 101 · Claude AI Workforce Fundamentals

• Open course page

Duration: 6 h · 2 modules

• Claude Fundamentals & AI Work Modes（2.5 h）
• Claude Basics & Applied Practice（2.5 h）

Earns a course completion certificate (L1).

• Complete all 2 course modules
• Complete all 2 core practice tasks
• Pass the post-test assessment at 80% or higher

AI101L · AI Workforce Applied Lab: From Work Tasks to AI Use Cases

• Open course page

Duration: 6 h · 2 modules

• From Work Task to AI-Assisted Work（3 h）
• From One-Off Task to Repeatable AI Use Case（3 h）

Earns a capability certificate (L2).

• Complete all 2 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

AI 102 · Context Engineering: What Should AI Know?

• Open course page

Duration: 6 h · 6 modules

• From Prompt to Context（50 min）
• What Is Context Made Of?（55 min）
• Context Selection: What Is Worth Letting the AI Know?（1 h）
• Include / Retrieve / Remember / Exclude（1 h）
• Context Failure（55 min）
• Context Canvas: from case to work application（80 min）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 6 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

AI 103 · Agentic AI Memory, Knowledge & Skills

• Open course page

Duration: 6 h · 6 modules

• From Context to Agent Memory（50 min）
• Designing Agent Memory Systems（50 min）
• RAG & Knowledge Retrieval（55 min）
• Semantic Chunking & Metadata（55 min）
• Knowledge Architecture & Agent Skills（55 min）
• Context Optimization（50 min）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 6 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

AI 104 · Agentic AI Workflow & Execution Design

• Open course page

Duration: 3 h · 6 modules

• From Task to Agentic Workflow（0.5 h）
• Task Decomposition & Execution Steps（0.5 h）
• Sequential, Parallel & Routing（35 min）
• Decision Points & Agent Loop（35 min）
• Execution, Verification & Human-in-the-Loop（0.5 h）
• Agentic AI Workflow Canvas（20 min）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 6 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

AI 201 · Model Context Protocol: Connecting AI to Tools & Trusted Data

• Open course page

Duration: 7 h · 5 modules

• Why MCP?（1 h）
• MCP Architecture（1 h）
• Tool Discovery & Tool Calls（1 h）
• MCP vs API vs RAG（1 h）
• Security, Grounding & Provenance（1 h）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 5 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

AI 202 · Agentic AI Planning & Reasoning

• Open course page

Duration: 7 h · 7 modules

• From Workflow to Adaptive Agent（50 min）
• Goal Decomposition & Planning Fundamentals（55 min）
• ReAct: Reasoning + Acting（1 h）
• Search, Trees & MCTS for Agent Decisions（1 h）
• Evaluation, Verification & Self-Reflection（55 min）
• Adaptive Planning & Re-planning（55 min）
• Agent Planning & Reasoning Canvas（45 min）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 7 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

AI 301 · Multi-Agent Collaboration & Orchestration

• Open course page

Duration: 8 h · 8 modules

• From Single Agent to Multi-Agent System（50 min）
• Role Design & Responsibility Boundaries（55 min）
• Task Allocation, Delegation & Handoff（55 min）
• Agent Communication & Message Contracts（55 min）
• Shared Context, Memory & Coordination（55 min）
• Orchestration Patterns & Collaboration Topologies（1 h）
• Conflict Resolution, Human Oversight & Multi-Agent Evaluation（55 min）
• Multi-Agent Architecture Canvas（45 min）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 8 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

AI 302 · Agent Harness Engineering & Reliable Automation

• Open course page

Duration: 8 h · 8 modules

• What Is an Agent Harness?（50 min）
• State, Loops & State Machines（1 h）
• Checkpointing, Resume & Durable Execution（55 min）
• Verification, Human-in-the-Loop & Control Gates（55 min）
• Retry, Failure Classification & Recovery（1 h）
• Context Compaction & Long-Running Agents（50 min）
• Observability, Reliability & Operational Boundaries（55 min）
• Agent Harness & Reliability Canvas（45 min）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 8 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

DS Data Science Courses

DS 101 · ESG Data Science Foundations with Python & AI

• Open course page

Duration: 6 h · 2 modules

• From ESG Questions to Python Data Analysis（3 h）
• Trustworthy ESG Analysis with AI Assistance（3 h）

Earns a capability certificate (L2).

• Complete all 2 course modules
• Complete all 1 core practice tasks
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

DS 102 · Data Wrangling & Data Quality

• Open course page

Duration: 6 h · 2 modules

• Wrangling: From Raw Tables to Analysis-Ready Data（3 h）
• Data Quality: Validation, Integration, and Traceability（3 h）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 2 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

DS 103 · Data Visualization & Data Storytelling

• Open course page

Duration: 6 h · 2 modules

• See Accurately: Visual Choice and Chart Reading（3 h）
• Communicate Clearly: Storytelling, Annotation, and Decision Support（3 h）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 2 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

DS 104 · Exploratory Data Analysis & Statistical Thinking

• Open course page

Duration: 6 h · 2 modules

• Explore Data: Distributions, Variation, and Outliers（3 h）
• From Samples to Judgment: Association, Uncertainty, and Limits（3 h）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 2 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

DS 105 · Web 3.0 and Big Data Analysis in Fintech, Green and Sustainable Finance

• Open course page

Duration: 3 h · 3 modules

• From Web3 to Programmable Finance（1 h）
• AI Financial Intelligence with Big Data（1 h）
• Sustainable Finance Decision Lab（1 h）

Earns a course completion certificate (L1).

• Complete all 3 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact

DS 201 · Predictive Analytics & Machine Learning Foundations

• Open course page

Duration: 7 h · 2 modules

• Frame a Prediction Problem and Build a First Model（3.5 h）
• Evaluate, Interpret, and Decide on Deployment（3.5 h）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 2 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

DS 202 · AI-Assisted Data Science

• Open course page

Duration: 7 h · 2 modules

• AI-Assisted Analysis: From Question to Executable Code（3.5 h）
• Trustworthy AI Data Science: Verification, Reproducibility, and Governance（3.5 h）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 2 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

DS 301 · Data Products & Analytics Workflow Engineering

• Open course page

Duration: 8 h · 2 modules

• From Notebook to Repeatable Analytics Workflow（4 h）
• Reliable Data Products: Validation, Delivery, Observability, and Recovery（4 h）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 2 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

DS 302 · Data Agents & Intelligent Analytics Systems

• Open course page

Duration: 8 h · 2 modules

• Data Agent Architecture: Intent, Tools, Data, and Semantics（4 h）
• Reliable Intelligent Analytics: Verification, Permissions, Evaluation, and Governance（4 h）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 2 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

AD Use Case Discovery Courses

AD 101 · AI Use Case Discovery

• Open course page

Duration: 3 h · 2 modules

• Discover the Problem（1.5 h）
• Shape the Use Case（1.5 h）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 2 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

AD 102 · Process & Pain Point Discovery

• Open course page

Duration: 6 h · 2 modules

• Interview and Current State（3 h）
• Diagnose and Reframe（3 h）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 2 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

AD 103 · AI Use Case Prioritization

• Open course page

Duration: 3 h · 2 modules

• Evaluate（1.5 h）
• Prioritize（1.5 h）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

• Complete all 2 course modules
• Pass the post-test assessment at 80% or higher
• Submit a project artifact and pass review

IL Industry Co-creation Lab Courses

IL 101 · IL 101 | Industry AI Project & Value Design

• Open course page

Duration: 6 h · 6 modules

• From Use Case to Project Charter（1 h）
• Process and Baseline（1 h）
• Value and Measurement（1 h）
• Scope and Responsibility（1 h）
• Charter Workshop（1.5 h）
• Simulated Gate Review（0.5 h）

Earns a capability certificate (L2).

• Submit a project artifact and pass review

IL 201 · IL 201 | Industry AI Proof-of-Value Co-creation Lab

• Open course page

Duration: 18 h · 6 modules

• Problem and Hypothesis（2 h）
• Evaluation Design（3 h）
• Prototype Build（5 h）
• Testing and Failure Analysis（4 h）
• Cost and Value（2 h）
• Evidence Review（2 h）

Earns a capability certificate (L2).

• Submit a project artifact and pass review

IL 202 · IL 202 | Enterprise AI Data, Governance & Integration Readiness

• Open course page

Duration: 12 h · 4 modules

• Data and Data Flow（3 h）
• Access and Integration（3 h）
• Incidents and Operations（3 h）
• Readiness Review（3 h）

Earns a capability certificate (L2).

• Submit a project artifact and pass review

IL 301 · IL 301 | Enterprise AI Pilot & Adoption Lab

• Open course page

Duration: 30 h · 9 modules

• Executive Kickoff（2 h）
• Process & User Immersion（3 h）
• Technical & Data Review（3 h）
• Solution Sprint（6 h）
• Controlled Pilot（6 h）
• Evaluation（3 h）
• Human-AI Governance Review（2 h）
• Adoption Redesign（2 h）
• Executive Briefing（3 h）

Earns a capability certificate (L2).

• Submit a project artifact and pass review

IL 302 · IL 302 | Enterprise AI Transformation, Scale & Value Realization

• Open course page

Duration: 12 h · 3 modules

• Investment and Value（4 h）
• Operating Model and Organization（4 h）
• Scale-Out and Landing（4 h）

Earns a capability certificate (L2).

• Submit a project artifact and pass review

GoAI Government AI Courses

GoAI 101 comes in two editions with the same audience and the same eight capability facets; they differ in time and practice depth. Choose by the time your agency can release.

GoAI 101 · 8-Hour Full Edition · Government Generative AI & AI Agents: Application, Governance, Procurement & Acceptance

• Open course page

Duration: 8 h · 8 modules

• Government AI: From Generative AI to Agentic AI（1 h）
• Government Workflows and Agentic Workflow Design（1 h）
• Context, Knowledge, and Trusted Government Data（1 h）
• Tools, APIs, MCP, and Government Information Systems（1 h）
• Government AI Governance, Security, and Human-in-the-Loop（1 h）
• Reliability, Failure Handling, and AI System Evaluation（1 h）
• Government AI Procurement and Requirements Specification（1 h）
• AI System Acceptance, Auditability, and Operations（1 h）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

Course completion certificate (L1) requires:

• Complete all 8 course modules
• Pass the post-test assessment at 80% or higher

The capability certificate (L2) requires the same, plus:

• Submit a project artifact and pass review

The L1 certificate and its public verification page state the learning hours: 8 hours.

GoAI 101 · 6-Hour Essentials Edition · Government Generative AI and AI Agents: Practical Application, Governance, Procurement, and Acceptance

• Open course page

Duration: 6 h · 6 modules

• Government AI Use Judgment and Responsibility Boundaries（45 min）
• Government AI Workflows and Human Gates（50 min）
• Trusted Data, Tool Connection, and Permissions（55 min）
• Government AI Governance, Security, and Human Oversight（50 min）
• AI Reliability, Testing, and Failure Handling（50 min）
• Government AI Procurement Requirements and Acceptance Decisions（1 h）

Earns a course completion certificate (L1); a capability certificate (L2) is also available through additional artifact review.

Course completion certificate (L1) requires:

• Complete all 6 course modules
• Pass the post-test assessment at 80% or higher

The capability certificate (L2) requires the same, plus:

• Submit a project artifact and pass review

The L1 certificate and its public verification page state the learning hours: 6 hours.