Machine Learning / 12 February 2019 Machine Learning Introduction 1: Introductory terms This will be a series of introduction to Machine Learning, starting from the very foundation of machine learning and then moving into topics within the field. I will cover datasets, principal component analysis,
Linear Algebra / 5 February 2019 Cheat Sheet for Linear Algebra This is a continuously updated cheat sheet for the Linear Algebra I covered, as well as for future posts. Currently included are intuition, notation and formulas. Notation like vector, scalar, matrix, m x n, basis vectors, mapping in space, determinant, cross product, dot product and much more.
Linear Algebra / 28 January 2019 Linear Algebra Basics 4: Determinant, Cross Product and Dot Product I visualized the determinant, cross product and dot product can be hard. Come read the intuitive way of understanding these three pieces from Linear Algebra.
Linear Algebra / 6 January 2019 Linear Algebra Basics 3: Linear Transformations and Matrix Multiplication What is Linear Transformations? What is Vector Space? How to do Vector Multiplication (Matrix Multiplication)? Conceptualizing a Linear Transformation is also key to understanding a transformation, so ..
Linear Algebra / 29 December 2018 Linear Algebra Basics 2: Basis Vectors, Span and Linear Combinations What are basis vectors? Why are they so important? What is Span and a Linear Combination? Come read, quick recap at the bottom.
Linear Algebra / 16 December 2018 Linear Algebra Basics 1: Vectors, Vector Addition and Scalars What is a vector? How to think about vectors? What is vector addition? What is a scalar? Come find the answers here.
