Monitoring Infrastructure with CloudWatch (Writing in progress…)
When you have an infrastructure in AWS (or even on-premise), CloudWatch is a solution to monitor it; resources to monitor may be databases, virtual machines,...
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.
When you have an infrastructure in AWS (or even on-premise), CloudWatch is a solution to monitor it; resources to monitor may be databases, virtual machines,...
Here it is about VPC standing for Virtual Private Cloud. It is the service that allows you to isolate a section of the whole AWS network and make it your own...
Here are a couple of projects I have done with AWS when I first started. I outline the steps that allowed me to complete the projects, and I put special emph...