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Advanced Professional CertificateEducation & Teaching

Learning Analytics for Teachers

Using data to monitor and enhance student learning. This professional certificate from Cambridge International College in UK includes 20 credits delivered through flexible blended learning.

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Cambridge International College in UK

CAMBRIDGE INTERNATIONAL COLLEGEEducation & Teaching
YOUR LEARNING PATH4 modules · 12 lessons
Curriculum4 modulesStudy content12 lessons
THE BIGGER PICTURE

About this course

Using data to monitor and enhance student learning. This professional certificate from Cambridge International College in UK includes 20 credits delivered through flexible blended learning.
SKILLS & KNOWLEDGE

What you’ll learn

  • Define learning purpose.
  • Separate traces and attainment.
  • Bound decision authority.
  • Identify units and fields.
  • Distinguish missing and zero.
  • Specify linked records.
See all 36 learning outcomes
  • 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.
YOUR LEARNING PATH

Course curriculum

4 modules · 12 lessons. Explore the published curriculum below.

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

Study materials

This programme includes 12 lessons across 4 modules.

CHECK YOUR PROGRESS

Final assessment

20 approved multiple-choice questions.

Passing score
60%
Time allowed
30 minutes

Who this course is for

Teachers using transparent,accurate and contextual evidence to plan support and evaluate learning.

Who this course is not for

Not predictive software certification,legal compliance approval,student diagnosis or a ready-to-deploy dashboard.

Before you begin

Basic teaching knowledge,percentages and reading small tables;no coding or proprietary analytics account required.

Assessment & certificate

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.

Learning materials

4 modules with 12 complete lessons, reviewed sources, a connected fictional case, practice portfolio, scored capstone rubric and reusable template.
LET’S TALK

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Have a question about the programme or enrollment? Send it to our team.

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