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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

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Great course. Lots of valuable information.
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