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This is the first of a series on videos on Linear Algebra and Matrix Operations that will eventually discuss topics such as multivariate linear regression, unsupervised machine learning, investment analysis and portfolio management etc. The target are beginners who would want exposure to the fundamentals of the science behind it, but using EXCEL for applied, experiential learning. The QuantProf Basics Excel Add-in is available at manilafinance.com These are the previous videos on Statistics that will be useful along these Matrix courses for future Data Science courses in order to actually do Machine Learning especially • Crash Course on Statistics for Data Science Data Analysis (1st course) • 3. Practical Hypothesis Testing, Analysis ... 00:00 Introduction 00:17 Motivation for Today's Lesson 00:58 What is a Matrix? 02:15 Matrix Addition & Subtraction 02:54 Scalar Multiplication 03:16 Matrix Multiplication 06:12 Matrix Transposition 06:43 Matrix Inversion & the Identity Matrix 07:05 Solution to a System of Equations 08:31 The Determinant of a Matrix 09:21 Solution Walk-through 10:03 MS Excel Demo including QUANTPROF Add-in