Zakia Messaoudi

The first step in our ML process consists in determining what we want to predict. Once this is established, our second step is “data preparation”. Data preparation, together with features engineering, accounts for most of our ML processing time.

Machine Learning (ML) is used in Artificial Intelligence (AI) as well as in Analytics and Data Science. There are three types of machine learning: Supervised Learning, Unsupervised Learning and Reinforcement Learning. Supervised Learning: With…

At Spiria, at any given time, different teams are working on different projects using different technologies. To provide our people with an overall vision of our company’s work, and to allow them to share their knowledge and experience, we organize…

One of our projects this year was geared at optimizing internship placements for pharmacy students.The ProblemEvery year, several hundred pharmacy students must complete an internship as part of their classes. These internships are completed in…

I was adding a new function to an existing application, and I needed to first produce reports using a Windows service, and put them in a repository so that I could consult them using the web application, making it possible for me to analyze the data…

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