The following article is a short guide on how to setup Parcel with React. Parcel is a bundler that got popular because of its zero-configuration setup for JavaScript applications. That's why this guide is kept fairly short yet it should give you all the essentials to setup your React project with Parcel. You can find the finished boilerplate…
This React tutorial should give you guidance on how to integrate PayPal in your React application. I came across this topic when I had to introduce a payment process for my own course platform . As I went through the same decision process, I decided in favor of PayPal and Stripe. This tutorial shows you how to integrate PayPal in your React…
Recently, I was wondering how I could escape the web development bubble for a while. 2017 was full of React, Redux and MobX in JavaScript where I have written actively about those topics on my blog, developed small ( 1 , 2 , 3 , ...) and large scale applications based on them, self-published two educational ebooks , and implemented a course…
For quite some time now, I have been implementing applications in React and Redux. Over the last few years, I have written two ebooks about it and released a course platform for learning React and its ecosystem. The course platform is even built in React and Redux . My personal learnings are subjective, but I thought they may help people to learn…
A couple of my recent articles gave an introduction into a subfield of artificial intelligence by implementing foundational machine learning algorithms in JavaScript (e.g. linear regression with gradient descent , linear regression with normal equation or logistic regression with gradient descent ). These machine learning algorithms were…
A couple of my recent articles gave an introduction to machine learning in JavaScript by solving regression problems with linear regression using gradient descent or normal equation . In a regression problem, an algorithm is trained to predict continuous values . It can be housing prices in a specific area based on a feature set such as…
A recent article gave an introduction to the field of machine learning in JavaScript by predicting housing prices with gradient descent in a univariate regression problem. It used plain mathematical expressions and thus made use of the unvectorized implementation of gradient descent and the cost function. However, the unvectorized approach doesn…
A recent article gave an introduction to the field of machine learning in JavaScript by predicting housing prices with gradient descent in a univariate regression problem. It used plain mathematical expressions and thus made use of the unvectorized implementation of gradient descent and the cost function. However, the unvectorized approach doesn…
A recent article gave an introduction to the field of machine learning in JavaScript by predicting housing prices with gradient descent in a univariate regression problem. It used plain mathematical expressions and thus made use of the unvectorized implementation of gradient descent and the cost function. This article takes it one step further…
A recent article gave an introduction to the field of machine learning in JavaScript by predicting housing prices with gradient descent in a univariate regression problem. There are several improvements to optimize the gradient descent algorithm that should be collected in this article. In general, when dealing with a regression problem, the…
