Isolation Forest: How do you detect anomalies in a dataset?
Today we take a look at Isolation Forest, a Machine Learning algorithm designed to solve binary classification problems such as fraud detection or disease diagnosis. This technique, presented at the Eighth IEEE International Conference in 2008, is the first classification technique dedicated to anomaly detection based on isolation. The problem of the Accuracy Paradox When […]
Dense Neural Networks: Understanding Their Structure and Function
When designing a deep neural network, several types of first-level architecture can be used. One of these is the dense neural network. So what is it? And how does it work? Find out in this article. What is a dense neural network? A dense neural network is a machine learning model in which each layer […]
Digital Analyst: Unveiling the Insights Behind the Profession
In an ever-changing digital landscape, companies are looking to understand and maximize the impact of their online strategies. This is where the essential role of the Digital Analyst comes in. In this article, we explore his or her role, key missions and the skills required to succeed in this rapidly expanding field. What is a […]
Power BI Service: How to create a learning environment for training?
Discover how to create a free learning environment to master Power BI Service with the Microsoft 365 Developer Program. Get hands-on experience with fifteen pre-configured accounts and explore all the features without the need for expensive licenses. Power BI Desktop is the essential tool for developing a Power BI project. It enables you to exploit […]
Give meaning to your data with Data Visualization
Data Viz” allows you to represent your raw data in graphical or infographic form to make it easier to understand. With the advent of Big Data, and the multiplication of data sources, companies are increasingly turning to data visualization. These visual representations make it easier to understand raw data, and thus aid decision-making. The benefits […]
