This article is intended for a technical audience. It explains the key components and algorithms of Reinforcement Learning.
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Reinforcement Learning (Part 1/2): Innovations and Applications in the Industry
In this first part, we will explore the fascinating world of Reinforcement Learning (RL), its advantages, and some of its most innovative applications in various fields such as autonomous driving, robotics, personalized marketing and video games….
The challenge of non-historical sales forecasts: product launches and short runs
How to get a sales forecast right without historical data? We address here classic retail situations, where teams need to forecast the demand for a new product, or for very short series products, such as in the fashion industry, with technical solutions and best practices. …
AI EU Act – How will the new European law affect AI professionals?
European AI law comes into force in 6 months. It carries liabilities, and obligations, for data scientists and application developers based on AI and machine learning, depending on the degree of risk they pose to users and citizens. And the fines can reach 7% of your turnover… …
Artificial Intelligence against financial fraud: responses to three types of attacks
In this article we explore effective strategies against financial fraud in all its forms, from impersonation to fraudulent intent, showing how AI can aid fraud detection and prevention….
AI techniques for quality defect prediction
In this article, I explain the importance of finding solutions for quality defect detection. We will review the main AI techniques, going into their advantages and limitations. Finally, I will propose a 5-step plan to effectively address this type of challenge. …
Artificial intelligence-driven demand forecasting
We analyze here how AI improves demand forecasting in an organization, taking into account internal and external data. We give the keys for optimal development and implementation and point out multiple use cases. …
Artificial Intelligence in Deep fakes
What is a Deep Fake? A Deep Fake is a video in which fake images are shown, usually of a person’s face, which appear to…
Big Data: Predictive Maintenance in Industry 4.0
Big Data and Artificial Intelligence have opened up an unprecedented range of possibilities to get much more out of Data. In this sense, new applications…
Big Data: Customer Segmentation
What is Customer Segmentation? Customer segmentation is a concept that sounds easy at first glance. In short, it is a matter of grouping Customers into…