Share and deploy your Machine Learning services with Docker
Many resources focus on machine learning algorithms, which are really interesting, yet forget about the end of the cycle.
Blog
Technical Debt in Machine Learning
I have come across a very interesting paper about Technical debt in Machine Learning.
Reproducible Python project with Pipenv
Pipenv provides a simple way to create and manage independent Python environment as well as installing/removing packages. Nowadays it is the recommended tool to handle your Python projects.
Deep Learning Setup on Windows 10
I used to work on a Mac and don't bother configuring for Deep Learning. However, as Windows is not supported by nvidia_docker, I had to find a way. Here is my new Deep Learning development setup on Windows 10.
What does a Data Scientist do on a daily basis?
Data Scientist is often presented as the trendy job at the moment. As a consequence, many, including myself, try to find their way to get this job.