Falguni MukherjeeStatistics & Probability Basics for Machine Learning — Part 1Population and Sample:Aug 1, 2018Aug 1, 2018
Falguni MukherjeeLinear Algebra for Machine Learning - All PartsPart 1 — Building BlocksJul 27, 2018Jul 27, 2018
Falguni MukherjeeLinear Algebra for Machine Learning Part 6— Dimensionality Reduction and PCADimensionality Reduction :Jul 26, 2018Jul 26, 2018
Falguni MukherjeeLinear Algebra for Machine Learning Part 5— Singular Value Decomposition (SVD) and Matrix Pseudo…Singular Value Decomposition (SVD) :Jul 26, 2018Jul 26, 2018
Falguni MukherjeeLinear Algebra for Machine Learning Part 4 — Linear Transformation and Eigendecomposition(EVD)Linear Transformation :Jul 26, 2018Jul 26, 2018
Falguni MukherjeeLinear Algebra for Machine Learning Part 3 — System of Linear EquationsA system of linear equations (or linear system) is a collection of two or more linear equations involving the same set of variables.Jul 3, 2018Jul 3, 2018
Falguni MukherjeeLinear Algebra for Machine Learning Part 2— MatricesAs discussed in previous article, matrix is a 2-D array of numbers arranged in rows and columns. It is generally written inside a box…Jun 29, 2018Jun 29, 2018
Falguni MukherjeeLinear Algebra for Machine Learning Part 1 —Building BlocksLinear Algebra deals with linear equations and functions (i.e., have variables with maximum power of one. Example: ax+by+cz = d) and their…Jun 15, 20181Jun 15, 20181
Falguni MukherjeeHow to Use Various Math Functions to Rank Contents of a Social Media SiteIn this article we will see how we can use different math functions to rank contents (like posts or articles) of a social media site.Jun 6, 2018Jun 6, 2018
