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Getting Started with Machine Learning using TensorFlow and Docker

Machine Learning (ML) gets a lot of press now days and for good reason. It can be used to gain insight into areas that were difficult to tap into even a few years ago. Want to know what type of object is shown in a picture? Machine learning can tell you. Need help predicting the next big stock to …

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Upgrading an Application to Angular 6: Step By Step

Angular 6 is out and it offers some great new functionality in the CLI and overall framework. One of the biggest new features (IMO anyway) is the CLIs support for schematics and the ng new library command to create and publish libraries (a big pain point that is now simplified). But, I …

"Containerizing" Angular with Docker: My ng-conf Talks and Overall Experience

ng-conf 2018 is officially over....too bad it can't go on forever. It's such a great conference that you don't want it to end. In addition to hearing a lot of high-quality talks from the Angular team and other awesome speakers, I had the opportunity to hang out with John Papa a lot (one of my best …

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Channel 9 Video: Five Things About Docker

I had the opportunity to sit down with Simona Cotin (Azure Developer Advocate at Microsoft) at the AngularMix conference to talk about "Five Things About Docker". The video is one in a series of "Five Things" videos being created and produced by the Azure Developer Advocate team at Microsoft and …

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Choosing the "Right" JavaScript Library/Framework for Your Application

"What's the 'right' JavaScript library/framework for us to use?". That's a question that comes up a lot nowadays given the multitude of choices available and one that doesn't have a "right" answer of course. I'm fond of saying, "Use the right tool for the right job" when I'm onsite at a company …

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Angular Playground - Developing and Running Components in a Sandbox!

Scenario-Driven Development (SDD) - a term I'd heard little about until my friend Justin Couto encouraged me to check out his team's Angular Playground tool. SDD didn't mean much to me when I first heard about it, but I decided to look into Angular Playground more and had one of those "light bulb" …

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Node.js/Express Convention-Based Routes

I've always been a fan of convention-based routing so I converted a local route generation script I've been using with Node.js/Express applications into an npm package called express-convention-routes. The package can be used to automate the creation of Express routes based on a directory …

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Pushing Real-Time Data to an Angular Service using Web Sockets

One of the questions I've been asked a lot lately in my Angular training classes, at conference workshops, and when working with different companies has been, "How can I push data to an Angular application from the server?". Pushing data from the server to the client is useful when applications …