In this step-by-step guide you will learn how to set up a basic deployment pipeline for a machine learning classifier using Amazon’s cloud development kit (CDK). The pipeline is going to include all stages from continuous code integration up to serving the model in a virtual private cloud.
Let’s get started and think about the ingredients we need for this project:
At Axel Springer, Europe’s largest digital publishing house, we own a lot of news articles from various media outlets such as Welt, Bild, Business Insider and many more. Arguably, the most important part of a news article is its title, and it is not surprising that journalists tend to spend a fair amount of their time to come up with a good one. For this reason, it was an interesting research question for us at Axel Springer…
Senior Machine Learning Engineer at Axel Springer AI