21 novembre 2017

Difference between Machine Learning, Data Science, AI, Deep Learning, and Statistics

In this article, I clarify the various roles of the data scientist, and how data science compares and overlaps with related fields such as machine learning, deep learning, AI, statistics, IoT, operations research, and applied mathematics. As data science is a broad discipline, I start by describing the different types of data scientists that one may encounter in any business setting: you might even discover that you are a data scientist yourself, without knowing it. As in any scientific discipline, data scientists may borrow... [Lire la suite]

14 novembre 2017

Big Data: ally or enemy for the luxury goods industry?

All sectors of trade and of the economy are facing more or less to the massive development of the digital technology. The industry of the luxury is not being spared. In this sector where the human relation between the seller and the customer is favored, how to integrate artificial intelligence into products which are naturally very far from this connected notion? One thing's for sure: the buyer of the 21th century is more and more demanding. So enriching the relation with clients, anticipating their expectations, while maintaining a... [Lire la suite]
Posté par Nina Legras à 10:05 - - Commentaires [0] - Permalien [#]
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07 novembre 2017

Big Data takes off in the air transport

Each second a plane takes off in the world. Each of these planes today is equipped with an impressive quantity of chips and other digital sensors. An engine can soon generate 5 000 signals to be checked every second. Others can produce 10 To of data by flight. Aircraft manufacturers, motoristes, equipment manufacturers, airline companies, all are on the outlook for any megadata which allow to anticipate efficient maintenance of all devices. Thanks to Big Data, we can make today speak the parts of the plane: its wear, its reaction in... [Lire la suite]