Information Engineering for ML: Optimize for Value Effectivity


Final Up to date on October 28, 2022

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Over the previous few years, quite a bit has modified on this planet of stream processing techniques. That is very true as corporations handle bigger quantities of knowledge than ever earlier than. 

In reality, roughly 2.5 quintiliion bytes price of knowledge are generated every single day.

Manually processing the sheer quantity of knowledge that the majority corporations accumulate, retailer, and in the future hope to make use of merely isn’t reasonable. So how can a corporation leverage fashionable advances in machine studying and construct scalable pipelines that can truly make use of knowledge gathered from varied sources?

That is precisely what Josh Wills hopes to perform together with his upcoming course, Information Engineering for Machine Studying

All through 4 periods reside with Josh, college students will discover ways to grasp the information engineering greatest practices required to help dependable and scalable manufacturing fashions. 

Extra particularly, learners will: 

  • Construct and monitor manufacturing companies for capturing high-quality knowledge for mannequin coaching and for serving knowledge computed in knowledge warehouses
  • Design batch knowledge pipelines for coaching fashions that combine various knowledge sources, keep away from knowledge leakage, and run-on time (to not point out below price range)
  • Learn to make the leap from batch to streamlining pipelines to help real-time mannequin options, mannequin analysis, and even mannequin coaching 

However right here’s the actual kicker for this course: Josh is particularly focusing in value optimization/discount methods that can have a tangible influence in your firm’s ROI.

In different phrases, the content material of this course will deal with tips on how to effectively construct knowledge techniques that generate greater income at a decrease value. And because the energy of the worldwide financial system continues to be unsure, rising earnings is on the prime of thoughts for many organizations. 

Click on right here to study extra about Josh Wills’s upcoming course, Information Engineering for Machine Studying


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