Log in
Choose your language

Matrix Calculation Course

Matrix Calculation Course
flexible workload of 4 to 360h
valid certificate in your country

What will I learn?

This course offers a quick and practical way to master matrix-based modelling. You will go over essential linear algebra concepts, create and check design matrices, and solve normal equations with or without regularisation. Discover reliable numerical techniques, code logistic and linear regression using matrices, and use effective gradient and optimisation methods for consistent and dependable outcomes.

Elevify advantages

Develop skills

  • Set up matrix regression quickly by constructing precise design matrices X and targets y.
  • Implement logistic models using matrices to calculate sigmoid, loss functions, and gradients smoothly.
  • Solve normal equations reliably with QR, SVD, and Cholesky decompositions for accurate results.
  • Spot and resolve numerical problems like rank deficiency and ill-conditioning using ridge regularisation.
  • Analyse matrix results to understand coefficients, effect sizes, and model constraints clearly.

Suggested summary

Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.
Workload: between 4 and 360 hours

What our students say

I was just promoted to Intelligence Advisor of the Prison System, and the course from Elevify was crucial for me to be chosen.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

FAQs

Who is Elevify? How does it work?

Do the courses have certificates?

Are the courses free?

What is the course workload?

What are the courses like?

How do the courses work?

What is the duration of the courses?

What is the cost or price of the courses?

What is an EAD or online course and how does it work?

PDF Course