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Matrix Calculation Course

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

What will I learn?

Gain proficiency in matrix-based modelling through this course. Master fundamental linear algebra, construct and verify design matrices, solve normal equations with regularisation, employ numerically stable techniques, and implement matrix forms of logistic and linear regression alongside optimisation methods for dependable results.

Elevify advantages

Develop skills

  • Build precise design matrices and targets swiftly.
  • Implement logistic regression in matrix format with efficient computations.
  • Solve normal equations using QR, SVD, and Cholesky decompositions.
  • Identify and resolve numerical instability with ridge regularisation.
  • Analyse matrix results for coefficients and model insights.

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

Your lessons are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of interest without needing to change platforms... I'm grateful for everything you do, I've already recommended you to other people...
Giulio Carlo
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.
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Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!
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Luciana AlvarengaNail Design Student
The platform is fast and simple to use. The diversity of content and complementary videos really help with learning.
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André FelipePrompt Engineering Student

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