Learning Analytics for Teachers
Using data to monitor and enhance student learning.
A closer look at your course
What you’ll learn
Learning objectives drawn from the published course content.
- Define learning purpose.
- Separate traces and attainment.
- Bound decision authority.
- Identify units and fields.
- Distinguish missing and zero.
- Specify linked records.
Show all 36 learning objectives
- Verify duplicates.
- Preserve audit trail.
- Check attribution and limits.
- Calculate rates.
- Bound missing outcomes.
- Label populations.
- Build confusion table.
- Distinguish alert metrics.
- Retain human review.
- Check content meaning.
- Compare fixed/unit costs.
- Avoid unsupported route effects.
- Inspect route coverage.
- Preserve demand.
- Plan accountable handling.
- Target observed gap.
- Record actual help.
- Plan unfamiliar check.
- Communicate definitions.
- Display errors/uncertainty.
- Avoid false precision.
- Reconcile actual time.
- Retain supported history.
- Plan unresolved evidence.
- Reconcile paired/missing outcomes.
- Label growth.
- Bound effects.
- Defend coherent analytics.
- Propagate corrections.
- Appraise decisions and uncertainty.
Inside the curriculum
Explore the published modules and lessons. Full lesson content is available through your student account, with free enrolment. Learning sequence and administrative access controls still apply.
01Learning Questions and Trustworthy Records3 lessons
Build a purposeful and auditable evidence base.
- Starting with a Learning Decision Rather Than a Dashboard
- Defining Records Before Comparing Learners
- Reconciling Duplicates Without Erasing Evidence
02Summaries,Alerts and Comparison3 lessons
Interpret denominators,error rates and content evidence.
- Choosing Denominators and Showing Missing-Outcome Bounds
- Reading Alert Errors Before Acting on a Flag
- Connecting Analytics to the Reasoning in a Learner Response
03Access,Feedback and Communicating Evidence3 lessons
Turn bounded evidence into an attributable teaching response.
- Preserving Learning Opportunity When Traces Differ by Route
- Turning an Evidence Gap into a Specific Follow-Up
- Designing a Display That Keeps Its Uncertainty Visible
04Implementation,Evaluation and Defence3 lessons
Reconcile delivered conditions and defend valid next actions.
- Recording What Happened When Data Work Used Teaching Time
- Reconciling Paired Growth with Missing Review Responses
- Capstone: Defending a Transparent Learning-Analytics Decision
Is this course for you?
Who this is for
Teachers using transparent,accurate and contextual evidence to plan support and evaluate learning.
Before you begin
Basic teaching knowledge,percentages and reading small tables;no coding or proprietary analytics account required.
Who this is not for
Not predictive software certification,legal compliance approval,student diagnosis or a ready-to-deploy dashboard.
Assessment & completion
20 scenario questions, 5 marks each (100 total), covering every lesson. Complete required lessons and select every correct answer before submission. Portfolio/capstone activities support self or instructor review; the portal does not collect or automatically grade projects and they are not an additional certificate gate. Credit allocation awaits institutional approval.
Materials & resources
4 modules with 12 complete lessons, reviewed sources, a connected fictional case, practice portfolio, scored capstone rubric and reusable template.
Course inquiry
Send a message about Learning Analytics for Teachers. Our team will reply by email or phone.