Tutorvo
Math & Teaching Intermediate

Linear Algebra with Spreadsheets: Vectors, Matrices & Systems of Equations

Dot products and angles, matrix arithmetic, MMULT, transpose and identity, determinants, solving A x = b with MINVERSE, Markov chains and least squares via the normal equations: 8 graded labs on business and engineering data.

8 lessons 8 labs 1.8 h Certificate

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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.

  • Treat prices and weekly sales as vectors, compute revenue as a dot product, measure vector lengths and the angle between the product mixes of three stores.
  • Add and subtract two sales matrices entry by entry and scale a matrix by a growth factor.
  • Multiply a stores × products sales matrix by a products × (price, cost) matrix and read revenue, cost and profit per store from the product.
  • Transpose a recipe matrix, use Aᵀ for parts needed and A for cost per product, and check that the identity matrix leaves a matrix unchanged.
  • Compute 2×2 and 3×3 determinants, recognise a singular matrix from a dependent row and read an inverse with MINVERSE.
  • Write a three-department production problem as A x = b, solve it with MINVERSE and MMULT and verify the answer.
  • Push a bike fleet through a transition matrix day by day, compute a two-step probability with P² and solve for the long-run distribution.
  • Fit a two-variable cost model by solving the normal equations with TRANSPOSE, MMULT and MINVERSE, and match the result with LINEST.

About this course

Linear algebra becomes much easier to grasp when every operation solves a concrete problem. In this course each concept is applied to a small business or production scenario. You calculate dot products, vector lengths and the angle between two mixes, then practise matrix addition, subtraction and scalar multiplication. Matrix multiplication with MMULT turns units and prices into totals, and transposes run a bill of materials in both directions. You test invertibility with MDETERM, invert with MINVERSE and solve a production plan as x = A inverse times b. Markov chains use transition matrices and powers to find a steady state, and the final lab derives least squares in matrix form and compares it with LINEST. For students and analysts.

Curriculum

Course content

8 lessons · 8 labs · 1.8 h · final exam

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  9. Final exam12 questions, 75% to pass, unlimited retries.

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.

Illustration. Your certificate shows your own name, course and credential ID.

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.

Full details are in our Terms · hello@tutorvo.com

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