Master linear algebra: Theory and implementation in code

Master linear algebra: theory and implementation in code
2026-02-28
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz

Learn concepts in linear algebra and matrix analysis, and implement them in MATLAB and Python.

What you’ll learn
Understand theoretical concepts in linear algebra, including proofs
Implement linear algebra concepts in scientific programming languages (MATLAB, Python)
Apply linear algebra concepts to real datasets
Ace your linear algebra exam!
Gain additional insights into solving problems in linear algebra, including homeworks and applications
Be confident in learning advanced linear algebra topics
Understand some of the important maths underlying machine learning
Requirements
Basic understanding of high-school algebra (e.g., solve for x in 2x=5)
Interest in learning about matrices and vectors!
(optional) Computer with MATLAB, Octave, or Python (or Jupyter)

Description
Who this course is for:
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