Linear regression is a method for making predictions or estimates. Using a supervised learning algorithm, a linear relationship is determined between a dependent variable and one or more explanatory variables. It can be applied to various fields of study, commercial or academic in particular. Linear Regression: A Definition Linear regression is a statistical technique for…
Bagging is a Machine Learning method to improve the performance and stability of algorithms. Bagging can be used in regression as well as in classification. It reduces the variance of the model and limits its overfitting. The final prediction in fact takes into consideration all the models trained to make its final prediction. In classification,…
With the advent of all-digital technology and changes in consumer habits, the digital transformation of companies is simply unavoidable. Moreover, more than 80% of web companies see their turnover grow each year. Good news, the digital professions, which are all on the rise at the moment, can be practiced as freelancers. So, if you dreamed…
It starts with setting up a private Facebook or Twitter account: information about the favorite book, the best band or marital status is diligently revealed. Then one or the other holiday picture with the family ends up online, and daily political events are discussed on the pages of various media. This is anything but harmless,…
Cyber criminals use Distributed Denial of Service (DDoS) attacks to target companies and institutions by bringing down servers or web services. For example, attackers bombard a website’s IP address with so much traffic that the website and any web server connected to it are unable to respond to the requests. This makes the website inaccessible…
A manager must undergo training in communication because the functioning of a company depends in part on its communication strategy. The development of the company also depends on the way in which the manager and all the employees organize themselves to achieve the common objectives. For this to happen, communication plays a key role. Communication…
Customer relationship management has become an essential business practice. Gone are the days when sensitive customer and business data was securely stored in a locked cabinet. Today, this information, including crucial financial information, such as banking data, invoices and payments, is stored on servers, possibly virtual devices called “cloud”, strongly connected to the web, therefore…
While some might think of the word “cloud” as a rain-bringing cloud, most people these days immediately believe in cloud computing. The cloud is ubiquitous, but not everyone who uses it knows what they are dealing with. We will get to the bottom of this question below. We will also detail the common types of…
Project management software is not that complicated. Although they are used by large companies to coordinate complex projects, the “Trello” software also enriches smaller organizations and innovative start-ups. They have adopted the handy project management tool to increase their productivity and streamline teamwork. Because “Trello”, which even big fish like Google and Unicef use, is…
The AI Strategy For Small, Medium, Large Companies Learning machines constantly improve by observing their environment. This makes them ideal tools for structured corporate tasks. If companies want to gain initial experience with intelligent machines, they should first set themselves a specific goal. They should then achieve this step by step with a suitable AI…
