Knowledge Engineering for ML: Optimize for Value Effectivity

Final Up to date on October 28, 2022

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Over the previous few years, rather a lot has modified on the earth of stream processing techniques. That is very true as firms handle bigger quantities of knowledge than ever earlier than. 

In actual fact, roughly 2.5 quintiliion bytes price of knowledge are generated on daily basis.

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

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

All through 4 classes dwell with Josh, college students will discover ways to grasp the info engineering finest practices required to help dependable and scalable manufacturing fashions. 

Extra particularly, learners will: 

• Construct and monitor manufacturing providers 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 various information sources, keep away from information leakage, and run-on time (to not point out beneath price range)
• Discover ways 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 price 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 right way to effectively construct information techniques that generate increased income at a decrease price. And because the energy of the worldwide economic 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.