How to Deploy Analytics Programs Avoiding Bad Organizational Patterns?
Artificial Intelligence, Analytics, Machine Learning… these words are on every lip – every day, tens of articles on these topics are published on the web. Most leaders know that business must become more analytics-driven. Not only to embrace the new digital era, but also to make more educated decisions. Nevertheless, most organisations struggle to deliver this […]
Why is Business Vision Critical to your Data Project Success?
We talked a lot about technology in the Data Lab and the POC articles, let’s talk about people. When we think about Big Data and artificial intelligence, we think about a data team with a Data Scientist, a Data Engineer, a Data Steward… But let us not forget about Marketing or R&D profiles as the business vision needs to lie at the heart of […]
How does a POC Work in a Data Science Project?
Do you still need advice to make your Big Data/AI project a success ? You’ve come to the right place. We talked about the critical steps to build a Data Lab, now is the time to explain how the POC (Proof Of Concept) is going to go. What is a POC (Proof of Concept)? A POC is, […]
What is a Data Science Platform?
A Data Science platform is a software solution made for data analysis and processing. Data scientists using the platform will have access to a reliable tool allowing them to work collaboratively within the same digital environment. The objective of the platform is to allow businesses to efficiently convert data into predictions. This collaborative approach is the heart of the Data […]
How to Extract Data From a Document?
Truth is, we’re not good enough yet. All documents are not standardized and we lose such a great amount of time reading them, finding informations we need and putting those into our databases : bills, legal papers, ID cards… Extract data from a document isn’t as simple as it seems. If the documents, from one […]
What is Machine Learning?
Machine Learning is hard to define and may mean different things but everybody will probably agree that it is an Artificial Intelligence subfield. AI means intelligence exhibited by machines. In Machine Learning, we teach machines to do things. What machines learn allows them to make smart decisions later on. However machines do not learn like […]
What is Object Detection?
Recently, there has been a lot of improvements in the Artificial Intelligence sector thanks to Deep Learning and image Processing. It’s now possible to recognize images or even find objects inside an image with a standard GPU. Fig.1 is an example of what could be obtained in a matter of milliseconds. Let’s take a look […]
What is Data Science? Definition & Goals
Data Science is a field allowing the collection, cleaning and analysis of data to uncover trends or knowledge. Definition Data Science is an interdisciplinary field between science and computing used to generate insights. It melts mathematics, scientific methods and processes. Thus, skills needed are various: from mathematics (Statistics and probability) and data engineering to computer […]
What is Predictive Maintenance?
By deeply analyzing and exploiting data every business is able to optimize its assets and operational performance. That is the concept of predictive maintenance. A Definition of Curative (or Corrective) Maintenance Curative maintenance consists in quickly repairing the machine after a breakdown happens. However, this technique is less and less efficient over time because of […]
