Python
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
All Articles
Thoughts on software development, AI, and technology.
Papers
Technical Debt in Machine Learning
I have come across a very interesting paper about Technical debt in Machine Learning.
Python
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.
Setup
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.
Daily Job
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.