The infamous data science workflow with interconnected circles of data acquisition, wrangling, analysis, and reporting understates the multi-connectivity and non-linearity of these components. The same is true for machine learning and deep learning workflows. I understand the need for oversimplification is expedient in presentations and executive summaries. However, it may paint unrealistic pictures, hide the intricacies of ML development and conceal the realities of the mess.

Growing up, were you ever told you can’t have it all? That you can’t eat all the snacks in one sitting? That you can’t watch the complete Back to the Future trilogy as well as study for your science exam in one evening? Over time, we learn to set priorities, make a decision for one thing over the other, and compromise. Just like when it comes to data access in business.

Cloudera and Dell/EMC are continuing our long and successful partnership of developing shared storage solutions for analytic workloads running in hybrid cloud.

We are delighted to being invited again to Germany’s leading embedded software conference the ESE Kongress. We will be focusing on the MISRA language standard as commonly used in the automotive, avionics and wider safety critical space and educate about the importance of MISRA Compliance as defined in 2020. MISRA can be overwhelming for new projects and it is essential to understand the constraints as well as the freedoms regarding MISRA compliance.

Concerned with how high your exit rates are for your web pages? 40+ marketing experts share their best tips on how to lower your exit rate.

Stream Creative, a full-service marketing agency, now tracks all client performance in one place with Databox. This saves them time and allows the team to identify trends quickly and make improvements fast.

Computer science loves abstraction, and now, as it turns out, so does data management. Abstraction means reducing something complex to something simpler that elegantly delivers its essence. Applications all over the world become more robust and easier to maintain and evolve when a simple interface is put in front of a complex service. The consumer of the service is able to say: This is a lot simpler than allowing the consumer to reach directly under the hood and mess with the engine.

Many companies do them, and you will see them scattered everywhere. Our ambition around trends is different though. We want to contextualize and embed trends into a broader theme, capturing the zeitgeist. That way the strands become interwoven into a fabric, showing a structural pattern and hopefully also indicating where we are heading.