Knowledge Engineering for ML: Optimize for Price Effectivity


Final Up to date on October 28, 2022

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

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

Manually processing the sheer quantity of knowledge that almost all corporations acquire, retailer, and at some point hope to make use of merely isn’t sensible. So how can a company leverage fashionable advances in machine studying and construct scalable pipelines that may really make use of knowledge gathered from numerous sources?

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

All through 4 classes dwell with Josh, college students will learn to grasp the info engineering greatest practices required to assist dependable and scalable manufacturing fashions. 

Extra particularly, learners will: 

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

However right here’s the true kicker for this course: Josh is particularly focusing in value optimization/discount strategies that may have a tangible impression in your firm’s ROI.

In different phrases, the content material of this course will concentrate on the best way to effectively construct information programs that generate increased income at a decrease value. And because the power of the worldwide financial system continues to be unsure, growing income is on the high of thoughts for many organizations. 

Click on right here to be taught extra about Josh Wills’s upcoming course, Knowledge Engineering for Machine Studying


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