Using the Cognitive Services Text Analytics API: Sentiment Analysis
In our previous post, we feed Twitter data to the Text Analytics API which was able to detect the language of each tweet. We will expand upon our previous work […]
Pre-processing Text Data with NLTK and Azure Machine Learning
Data comes in all forms. Lately, we’ve been going over mostly numerical and categorical data. Even though the categorical data contains words, we transform it into numerical data for our […]
Correctly Sizing Azure Virtual Machines
If you’re used to high-control virtualization environments, the fixed nature of the options for sizing virtual machines in Azure can be a bit confusing. One of the benefits of cloud […]
Host a Website with Azure Functions and Node.JS, Part 1
Azure Functions are Microsoft’s answer to “serverless” computing. Functions enable applications developers to write event-driven code (ie. “functions”) than can be triggered by timers, manual integration, HTTP requests, service buses, […]
Choosing Between Containers and Serverless
Choosing the right tool for the job is not always as easy as it seems. Sometimes, there is more than one tool for doing something, and such is the case […]
Handling “Open File – Security Warning”
It seems like a simple enough task. Use an Azure File share to store an executable and use a PowerShell script to execute the application on a new virtual machines. […]
Containerize a Python App in 5 Minutes
Python for better or worse has found cemented itself as the lingua franca of data science. With its rise in popularity also comes how it is deployed. Simultaneously with the […]
Creating Web Apps for Your Machine Learning Models with Dash
In the last post, we created APIs for our machine learning models so they could be deployed and clients could invoke them. However, what if you just wanted a simple […]
Choosing Between Containers and Virtual Machines
Containers are simple, but harder to explain. Fundamentally, containers are a virtualization technology and they share a lot of common ground with virtual machines, however the biggest difference between the […]