ML in Production @ dataminds.be

@WesleyBackelant and I spoke at dataminds.be meetup on Machine Learning in Production using the Microsoft AI platform. Our talk was mostly focussed on the Team Data Science Process, enabled by Azure Machine Learning services and Azure Databricks with mlflow.

Using Jekyll and Nix to blog

For my blogging I use Jekyll and Nix, hosted on Github Pages. Now that we have a working Nix on Windows setup, we can start to blog.

Gemfile

It all starts with a simple, Gemfile where I specify the dependencies needed. It should look something like this:

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 source 'https://rubygems.org'
 gem 'github-pages', group: :jekyll_plugins
 gem "minima"
 gem 'jekyll-seo-tag'
 gem 'jekyll-paginate'

Nix on Microsoft Windows 10

Using nix, the functional package manager on the Windows Subsystem for Linux is fairly easy, however a couple of additional steps need to be done. We will be using Ubuntu from the Microsoft Store, apply some workarounds, and install nix. Nix is also the basis of NixOS a purely functional linux distribution.

AI, Amplifying human ingenuity through Intelligent Technology @ Data Innovation Summit (disummit.com) '18

@WesleyBackelant and I spoke at disummit.com on AI and some of it’s Ethical challenges, as well as the Microsoft AI platform.

Azure Databricks and Spark @ Techorama '18