Do you want to implement your Data Science solution in your company’s infrastructure and wonder which method is suitable? In this blog post, Jan Fischer explains why the use of containers combined with a microservices architecture may be the right way for you.
In this blog post, Jannik will show you how to deploy your machine learning models as a REST API and how to make requests to the API from within your Python code.
In this blog post, Andre explains two approaches on how to secure a REST API: One works with nginx and the sub-request feature, the other implements the verification part in the API itself.
For all those, who are struggling with the (kind of weird) Johns Hopkins University COVID-19 case data CSV files, we’ve created a free API that makes it easy to integrate the latest worldwide COVID-19 data into your application.
Newman and Postman form a great team to test your REST API. I will give you a quick roundtrip through both tools and their interplay: define requests and tests, export them, and let them run with CLI and within Jenkins.
In this blog post, Stephan explains how to translate a simple R script, which transforms tables from wide to long format into a REST API with the R package Plumber and how to run it locally or with Docker.
As a REST API, Livy provides Spark interaction without any need of a Spark configuration on your client. Once being able to communicate with the API Spark code can be submitted from everywhere.
… some water down the bridge, we are having a Co-Meetup in Frankfurt – kudos to the organizers. Those guys are just awesome. For the past years they have been making an effort to build a Data Science community in Frankfurt – you should check out their Twitter feed. Whenever there is a Meetup – which you should totally check …
Spätestens durch den US-Präsidentschaftswahlkampf rückte der Microblogging Dienst Twitter stärker in den öffentlichen Fokus. Wem es allerdings nicht reicht, einfach nur durch das Soziale Netzwerk zu stöbern, der kann mit ein paar wenigen Tricks vom Datenreichtum Twitters profitieren. Datenzugang Twitter, so wie viele andere Online-Dienste, bietet sog. APIs („Application Programming Interface“) an. Durch diese können Interessierte ganz einfach einen Link …