Welcome to my blog. I am William, scientist and data scientist.

With a strong scientific background, I learned a lot about algorithms and programming. For instance, I taught Python courses for two years to double degree students at the Orsay faculty of sciences, they were more focused on numerical methods to solve science problems, scientific computing, data analysis.

I also completed many MOOC on R and Python languages, data science and machine learning, which enhanced my knowledge in mathematics, probability and statistics, and allowed me to understand and implement the related algorithms (many "from scratch") and to practice on different cases encountered.

Since MOOCs can usually only focus on machine learning algorithms and their understanding, I decided to complete a full stack data science bootcamp. It covered most of the concepts that are involved in this ecosystem: data collection, data analysis, data visualization, data engineering, supervized and unsupervised machine learning, deep learning.

Recent posts

AWS CLI

3 minute read

AWS CLI standing for Command Line Interface is a simple utility that allows you to access AWS services via the command line. It is located between the user a...

AWS LAMP

3 minute read

In order to install all the features of an efficient web server, there are four main elements that are essential to build a website server:

AWS Storage

1 minute read

Amazon S3 (standing for Simple Storage Service) is a service used by many companies and it enables storage of files. For instance, it is possible to host sta...