Xebia Articles

4 Training Trends Your Business Should Know

Posted by Xebia Academy on Mar 23, 2017 1:11:40 PM
 
Professional development, as a concept, is nothing new - it makes sense to nurture talent and build your employees’ skill sets. But with the transforming tides of today’s IT world, the ways in which companies approach training are rapidly changing too. For organizations that want to remain flexible, responsive and competitive in today’s continuously fluctuating marketplace, knowledge is not only power; it's a priority.
 
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Topics: Agile Software Security, DevOps & Continuous Delivery, Agile Software Development, Big Data & Data Science, Agile Transformations, Test Automation & Quality, Cloud Infrastructures

Applied Data Science: Bringing models into production

Posted by Giovanni Lanzani on Dec 13, 2016 12:08:17 PM

In Data Science, software quality often is an issue that prevents models to hit production. Issues like no automated data pipelines (including how to make the results available to the outside world), bad quality of code, or not enough attention to non functional requirements (like performance) are showstoppers for applied data science.

How can you successfully bring data science models into production?

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Topics: Big Data & Data Science

Case study Bakkersland: Predicting demand for fresh bread in supermarkets

Posted by Walter van der Scheer on Dec 13, 2016 11:47:58 AM

With a yearly turnover of 400 mil €, Bakkersland is by far the largest bakery in the Netherlands. Early every morning, the organization's 300 trucks deliver approximately 2 mil fresh baked breads to 1,200 supermarkets. To predict the consumer demand per-day per-retailer, Bakkersland asked GoDataDriven to develop a predictive sales planning model. This machine learning model optimizes the availability of fresh bread products while at the same time minimizes left-over. The sales forecast enables Bakkersland to produce more efficiently and plan further ahead.

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Topics: Big Data & Data Science