Course Intelligence
Health status of active courses based on employer demand, enrolment volume, placement outcomes and curriculum alignment.
Active courses
12
in this demo dataset
Healthy courses
5
demand and placement aligned
Courses at risk
3
oversupplied, obsolete or low placement
Emerging opportunities
2
high demand, low capacity
Course Health Monitor
Select any course to open its detailed course intelligence page.
| Full Stack Development | IT & Software | High | 2,400 | 82% | 72% | Healthy |
| Advanced EV Technician | Automotive & EV | Very High | 620 | 88% | 64% | Emerging Opportunity |
| Data Entry Operator | IT enabled services | Low | 5,800 | 34% | 28% | Oversupplied |
| Basic Computer Operator | IT enabled services | Low | 4,200 | 41% | 37% | Needs Revision |
| Solar Technician | Renewable Energy | High | 830 | 79% | 74% | Healthy |
| Industrial Automation & PLC | Manufacturing | High | 1,450 | 76% | 69% | Needs Revision |
| General Duty Assistant | Healthcare | High | 3,100 | 71% | 66% | Healthy |
| CNC Machine Operator | Manufacturing | Moderate | 2,050 | 68% | 71% | Healthy |
| Desktop Publishing Operator | IT enabled services | Low | 1,600 | 29% | 19% | Obsolete |
| Semiconductor Assembly Technician | Electronics | Very High | 260 | 91% | 58% | Emerging Opportunity |
Showing 1–10 of 12
1 / 2
Course-to-Industry Alignment
Distribution of active courses by alignment with employer requirements.
Strongly Aligned42%
Partially Aligned26%
Misaligned21%
Obsolete11%
32% of active courses require curriculum intervention based on current employer demand.