NumPy arrays provide a fast and efficient way to store and manipulate data in Python. They are particularly useful for […]

# Archive | Linear Algebra

## What Is Argmax in Machine Learning?

Argmax is a mathematical function that you may encounter in applied machine learning. For example, you may see “argmax” or […]

## Basics of Mathematical Notation for Machine Learning

You cannot avoid mathematical notation when reading the descriptions of machine learning methods. Often, all it takes is one term […]

## Linear Algebra for Machine Learning (7-Day Mini-Course)

Linear Algebra for Machine Learning Crash Course. Get on top of the linear algebra used in machine learning in 7 […]

## Computational Linear Algebra for Coders Review

Numerical linear algebra is concerned with the practical implications of implementing and executing matrix operations in computers with real data. […]

## Linear Algebra for Deep Learning

Linear algebra is a field of applied mathematics that is a prerequisite to reading and understanding the formal description of […]

## A Gentle Introduction to Sparse Matrices for Machine Learning

Matrices that contain mostly zero values are called sparse, distinct from matrices where most of the values are non-zero, called […]

## A Gentle Introduction to Broadcasting with NumPy Arrays

Arrays with different sizes cannot be added, subtracted, or generally be used in arithmetic. A way to overcome this is […]

## 10 Examples of Linear Algebra in Machine Learning

Linear algebra is a sub-field of mathematics concerned with vectors, matrices, and linear transforms. It is a key foundation to […]

## No Bullshit Guide To Linear Algebra Review

There are many books that provide an introduction to the field of linear algebra. Most are textbooks targeted at undergraduate […]