Final Up to date on October 28, 2022
Over the previous few years, quite a bit has modified on the planet of stream processing methods. That is very true as corporations handle bigger quantities of information than ever earlier than.
In actual fact, roughly 2.5 quintiliion bytes price of information are generated every single day.
Manually processing the sheer quantity of information that the majority corporations acquire, retailer, and in the future hope to make use of merely isn’t life like. So how can a corporation leverage fashionable advances in machine studying and construct scalable pipelines that can truly make use of information 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 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 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 funds)
- 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 concentrate on easy methods to effectively construct knowledge methods that generate larger income at a decrease value. And because the energy 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 study extra about Josh Wills’s upcoming course, Information Engineering for Machine Studying.