Friday, April 16, 2021

Adventures in AI Part 2: Which algorithm should I use?

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Choosing the right algorithm for your machine learning problem can be quite hard. I've had numerous questions about it during the machine learning course....

How to connect Azure API management to your Kubernetes cluster

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For a customer I'm working on a new cloud architecture that will help them move to production quicker.The goal for our team is to...

Adventures in AI part 1: What is a gradient descent algorithm?

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When you start out with machine learning and AI you will learn very quickly that there's a lot of math involved. All this math is...

Monitor progress of your Keras based neural network using Tensorboard

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In the past few weeks I've been breaking my brain over a way to automatically answer questions using a neural network. I have a working...

Machine learning ideas: Anomaly detection

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Machine Learning ideas: Anomaly detection using K-Means From time to time I come across Machine Learning ideas. As I come across them I like...

A modern stack for data analysis in a microservice world

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The face of enterprise solutions is changing rapidly. We are making smaller solutions at a larger scale by deploying microservice architectures. This brings many...

How-to: Experiment with tensorflow in an interactive notebook

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I've always wanted to build something with tensorflow. I have one demo lying around with tensorflow, but never got around to develop something for real...

Authorize access to your Play application using action builders and action functions

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When you think about Scala web applications you’re probably thinking Play. This framework to me is the de facto standard for building web applications in...

ASP.NET Core debugging tips for Visual Studio Code

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These days I run a Windows laptop with Visual Studio on it, but at home I still have a great Mac Machine purring away in...

How to write ATDD tests with cucumber-js, protractor and typescript

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ATDD (Acceptance Test Driven Development) has been around for a while now. I use it quite a lot on projects that I work on. It helps...

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