24 Oct 2022
Using advanced Deep Neural Networks to identify Dog Breeds Introduction This article outlines the development of a dog breed classifier using convolutional neural networks in Python and how to substantially improve the result step by step. A special focus will be on the usage of pretrained neural networks. We will...
24 Aug 2022
Analyzing AirBnb’s Seattle data from the perspective of a visitor and AirBnb marketing Introduction AirBnb has been an alternative to the traditional hospitality business for a while now. It has started on a very low level, the “air” in AirBnb represents an inflatable mattress that the initial users wanted to...
24 Nov 2015
Follow simple instructions to publish your blog on GitHub Pages and write posts in Texts. Texts is “rich editor for plain text”—you can write documents in visual interface and they will be saved in plain text format with Markdown markup. This document shows some of the styles available in Texts....
21 Nov 2015
Basic math Whenever you typeset mathematical notation, it needs to have “Math” style. For example: If \(a\) is an integer, then \(2a+1\) is odd. Superscripts and subscripts are created using the characters ^ and _, respectively: \(x^2+y^2=1\) and \(a_n=0\). It is fine to have both on a single letter: \(x_0^2\)....