So you have mastered Spring Boot and started toying around with React. Now you want React to talk to your Boot app as your back-end API. That’s fabulous. You probably already know how to do this, but there is a kicker. You want to package them and start both of them as just one project.
Well, you’re in luck! This blog is going to take a couple of simple projects and combine them into one project. Lace up your boots and get ready to React!
Machine Learning enables a system to automatically learn and progress from experience without being explicitly programmed. It’s a subset of the artificial intelligence (AI) technology space being applied and used throughout your everyday life. Think Siri, Alexa, toll booth scanners, text transcription of voicemails – these types of tools are used by just about everyone.
Image recognition and computer vision are also widely being used in production; recently just heard that Los Angeles, CA has made it illegal for law enforcement to use face recognition technology in its numerous public video cameras. The current state of the art allows real-time identification.
Interestingly, the algorithms and know-how for Machine Learning have been around for a long time. Artificial Intelligence was coined and researched as far back as the late 1950s, the advent of the digital computer, and expert systems and neural networks, that theoretically mimics how our brain learns.
The increase in Machine Learning production-ready applications started around 2012, with increased processing, bandwidth, and internet throughput power. This is important as deep learning algorithms like Neural Networks require lots of data and FPUs/GPUs to train.
In this blog, we introduce a conceptual overview of Neural Networks with a simple Neural Net code example implementation using Go. We will interact with it by building a ReactJS interface and train the Neural Network to recognize hand-drawn images of the numbers 0-9. Let’s dive in….
We are pleased to announce that Keyhole Software is a Platinum Sponsor of the 2019 Kansas City Developer Conference! 2019 is Keyhole’s seventh year as a KCDC conference sponsor.
The Kansas City Developer Conference is a Kansas City-based, non-profit software developer conference. The 11th annual conference will be held from July 17-19th, 2019. Main conference days are Thursday & Friday, July 18th and 19th.
Day one of the conference, Wednesday, July 17th, will be a day of “Pre-Compilers” – optional, full-day, hands-on workshops on a specific topic. July 18th and 19th will feature one-hour breakout sessions.
KCDC breakout session topics span various languages (C#, Java, Ruby, JavaScript, Haskell, etc.), frameworks (Spring, Angular, React, Vue, etc.), cloud / DevOps, Blockchain, software methodology, software testing, data analysis / big data, user experience, and more. It’s an excellent learning opportunity right here in Kansas City.
Tickets are now on sale. Use the Keyhole promo code to get 10% off of your tickets: 10OFFKEYHOLE.
I’m a big fan of Amplify. I’m also a big fan of TypeScript. Amplify is not built with TypeScript, and to use it effectively, sometimes you need to give it a little help, especially when it comes to GraphQL. With the advent of hooks, we can create some nice utilities for ourselves that let us leverage the power of TypeScript with our GraphQL queries. Let’s see what that looks like.
I’ll be assuming familiarity with React and TypeScript, i…
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Originally posted by Mat Warger on mw.codes April 19, 2019.
Part of the Solid Foundations Learning Series
This is an in-depth learning series focused on a specific application: a JavaScript-based suite of single-page applications optimized for use in a microservice environment. We focus on telling the story of “why” and “how” it was built.
Throughout this series, we have touched on adding navigation, content and single-page applications, but we haven’t touched on the security of the application yet.
In this article, we’re going to add a simple security model to the application which will accept a login, validate a user, redirect to a secure page, enable a logout, and catch any errors which occur during the process. Let’s get started.