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Metabase is an open source dataviz application that lets you create analytics graphs and dashboards very easily. Let's see how to deploy Metabase over HTTPS by using Docker, Nginx and Let's Encrypt.
I recently read a book about productivity and organization at work. More precisely about how to achieve the same amount of work in a smaller amount of time. It's french book called "La 25eme heure" ("the 25th hour", nothing to do with the movie though) and it made me change my habits. I'll sum up the book advices here, and show you what works for me.
In this post we are going to look at how to automatically setup your computer with your favorite software and configurations. This can be very useful when you have a new computer, or when it gets stolen (unfortunaltey it happened to me recently).
In this post we are going to look at how to use CircleCI to automatically deploy a static website hosted on AWS S3. AWS S3 is an easy and cheap way to host a static website, and combined with Cloudfront and Route 53 we can have a highly reliable and secure website. CircleCI is a continuous integration tool, which we will use with Github to push the code to AWS S3 at every commit.
In this article, we are going to demonstrate how to build a simple text classifier for larger than RAM datasets. This approach is called Out of Core Learning, and many python Machine Learning librairies make this very easy to implement. For this example I used reviews from the Yelp Dataset Challenge and Python scikit-learn.