Artefact Value By Data

Sales forecasting in retail: what we learned from the M5 competition

5 February 2021 In this article, Data Scientist Maxime Lutel sums up his learnings from the M5 sales forecasting competition, which consisted in predicting future sales in several Walmart stores. He will walk you through our solution and discuss what machine learning model worked the best for this task.

Introducing NLPretext, a unified framework to facilitate text preprocessing.

23 February 2021 Working on NLP projects? Tired of always looking for the same silly preprocessing functions on the web, such as removing accents from French posts? Tired of spending hours on Regex to efficiently extract email addresses from a corpus? Amale El Hamri will show you how NLPretext got you covered!

From idea to implementation: Becoming an AI Factory

29 January 2021 Formulating a coherent AI strategy, and deploying value-adding and efficient use cases is a struggle for many businesses. Alexandre Thion de la Chaume, Partner, Data Consulting at Artefact, explains how these processes can be streamlined through the AI Factory model.

How can data enhance search strategies and boost ROI?

25 January 2021 By definition, search is one of the major levers of digital marketing. In this article, Vincent Laquerriere, Account Executive at Artefact, explains how to optimise your Google positioning strategy to stay ahead of your competitors, and how to maximise your use of Google campaign management tools by integrating data that’s important to your company.

How did we use computer vision to help medical experts diagnose Follicular Lymphoma?

25 January 2021 With the introduction of opt-in permissions for apps, iOS 14 will make it harder for brands to target consumers on an individual level and to measure results of marketing activities. Bobby Gray, Head of Analytics and Data Marketing at Artefact, considers the impact and explains how brands can respond using first-party data.

Welcome to the Google Analytics 4 revolution

21 January 2020 To implement GA4 successfully, companies first need to implement a dual setup with their current Universal Analytics property and upskill their digital marketing teams accordingly. Cyril Calvet, Senior Data Analyst at Artefact France, explains how.

Cracking personalisation in China.

20 January 2021 Chinese users spend 4.7 hours a day or more on their smartphones, generating massive amounts of data. Xavier Mussard explains how segmentations capturing personas, life stage, and engagement can offer personalisation in the world’s largest internet market.

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