Log in
Choose your language

Matrix Calculation Course

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

What will I learn?

This course provides a quick, hands-on way to master matrix calculations for modelling. Learners review essential linear algebra concepts, create and check design matrices, and solve normal equations using regularisation techniques. It covers reliable numerical approaches, matrix implementations of logistic and linear regression, plus effective gradient and optimisation methods for consistent outcomes.

Elevify advantages

Develop skills

  • Set up matrix regression: quickly construct precise design matrices X and targets y.
  • Implement logistic models with matrices: calculate sigmoid, loss functions, and gradients effectively.
  • Solve normal equations reliably: use QR, SVD, and Cholesky decompositions for stable solutions.
  • Identify and resolve numerical problems: spot rank deficiency, ill-conditioning, and apply ridge regularisation.
  • Analyse matrix results: interpret coefficients, effect magnitudes, and model constraints.

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 for the Prison System, and the course from Elevify was crucial for me to be the chosen one.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company where I work.
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 duration?

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