## Basic Linear Algebra Definitions that You Hear Every Day

Do you want to start learning Machine Learning and keep hearing buzzwords related to Linear Algebra? Vector, matrix, tensor? Those are basic Linear Algebra Definitions. Here, we introduce some of the most commonly used Linear Algebra definitions.

## The Remarkable Importance of Linear Algebra in Machine Learning

In this post, we address the importance of Linear Algebra in Machine Learning and discuss why we have to take it seriously!

## Nearest Neighbor Classifier – A Working Example

In this post, we present a working example of the k-nearest neighbor classifier. Previously we covered the theory behind this algorithm. Please refer Nearest Neighbor Classifier – From Theory to Practice post for further detail. A Recap to Nearest Neighbor Classifier​ When Read more…

## Healthcare and the Importance of Big Data

Have you ever ask yourself why data matters in healthcare? The data volume is growing at the speed of light in healthcare, and the majority of the time, we cannot touch it due to privacy. Now, let’s see why big data is a unique topic in the healthcare sector.

## Effortless Logistic Regression Using TensorFlow

In this tutorial, we described logistic regression and represented how to implement it in code. Instead of making a decision based on the output probability based on a targeted class, we extended the problem two a two class problem in which for each class we predict the probability.

## Linear Regression using TensorFlow

In this tutorial, we walked through the linear model creation using TensorFlow. The line which was found after training, is not guaranteed to be the best one. Different parameters affect the convergence accuracy. The linear model is found using stochastic optimization and its simplicity makes our world easier.

## Exploring TensorFlow Variables: Initialization

In this tutorial, we describe how to define and initialize variables in TensorFlow. It is a crucial step as without having parameters, training, updating, saving, restoring and any other operations cannot be performed.