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Overview
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 proofsImplement linear algebra concepts in scientific programming languages (MATLAB, Python)Apply linear algebra concepts to real datasetsAce your linear algebra exam!Apply linear algebra on computers with confidenceGain additional insights into solving problems in linear algebra, including homeworks and applicationsBe confident in learning advanced linear algebra topicsUnderstand some of the important maths underlying machine learningThe math...
Syllabus
- Introductions
- Get the course materials
- Vectors
- Introduction to matrices
- Matrix multiplications
- Matrix rank
- Matrix spaces
- Solving systems of equations
- Matrix determinant
- Matrix inverse
Instructor
Mike X Cohen
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