Education Analytics: Attendance, Grades, Pass Rates & Cohort Progress
Analyse a whole college, not just one class: attendance rates and persistent-absence flags, grade distributions and success rates by course, weighted GPA, cohort retention and completion, value added from prior attainment, gaps between student groups, an early-warning risk score and a leadership dashboard: 8 hands-on labs with synthetic data, graded instantly.
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What you'll build
What you will be able to do
Each lab ends with a concrete result that you build yourself and the checker confirms, cell by cell.
- Calculate each student's attendance rate at Northbridge College, flag persistent absence, and report the persistent-absence rate and the attendance rate per year group.
- Count the grades of four courses with one COUNTIFS grid, then calculate each course's enrolments and success rate and find the course that needs attention.
- Convert letter grades into grade points, weight them by credits and calculate each student's GPA, then count the students on the Dean's list.
- Track five entry cohorts through a three-year programme: year-on-year retention, progression into Year 3, completion, and a correctly weighted retention rate across cohorts.
- Fit a straight line from entry scores to final scores, predict every student's final score, and compare the average value added of three teaching groups.
- Compare students eligible for financial support with all other students: pass rates, average scores, the gap in percentage points and the rate ratio.
- Combine three warning signs into one weighted risk score, sort students into High, Medium and Low bands, count the high-risk students and highlight their rows.
- Build the leadership view for Northbridge's six departments: a correctly weighted college pass rate, each department against the target, the department that needs attention and a ranked bar chart.
About this course
Schools and colleges collect plenty of data; this course shows how to turn it into decisions. You calculate attendance rates and flag persistent absence, compare grade distributions and success rates across courses, and compute weighted GPA from credits and grade points. Cohort tables track progression, retention and completion. Using prior attainment, you predict grades and measure value added as actual minus predicted, and you quantify gaps between student groups as differences and ratios. An early-warning score combines several indicators to highlight students at risk, and the capstone builds a college dashboard with a ranked chart. Aimed at data officers, teachers with data roles, quality and planning teams, and education students. Records used are fictional.
Curriculum
Course content
8 lessons · 8 labs · 2.1 h · final exam
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- Unlocked when you buy the course
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- Final exam
Certificate
Finish with a certificate you can verify
Complete every lesson and pass the final exam to receive a certificate of completion for this course, with a unique credential ID and a public verification page.
- Names the course, your score and the date of issue
- A verification link for your CV or LinkedIn profile
- 12 questions, 75% to pass, unlimited retries.
A Tutorvo certificate confirms that you completed a course. It is not an official or professional qualification.
Before you buy
Questions about this course
Is this a subscription?
No. You pay $9.99 once for this course. There is no subscription and nothing renews automatically. Prices are in US dollars; taxes may be added where required.
What exactly do I get?
All lessons and labs of this course, the final exam and the certificate, including later updates to the course, for as long as Tutorvo offers it. Access is personal and tied to your account.
Can I get a refund?
Yes. If you are not satisfied, email hello@tutorvo.com within 14 days of buying and we refund the course in full via Stripe. The guarantee does not apply once a certificate for the course has been issued to you, or where there are signs of abuse.
When can I start?
Right after payment. Access starts immediately at your request; for consumers in the EU/EEA the statutory right of withdrawal therefore ends once access has begun, while our 14-day money-back guarantee applies regardless.
Do I need Excel or other software?
No. The labs run in a spreadsheet inside your browser on a laptop, tablet or phone. Function names and syntax follow Excel.
Is the certificate an official qualification?
No. It confirms that you completed all lessons of the course and passed its final exam. It is not an official, state-recognised or professional qualification. The name is taken from your profile when the certificate is issued.
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