WHY IT MATTERS: Digital Transformation
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60 patterns to tackle common #AI challenges by @SmarterPatterns

60 patterns to tackle common #AI challenges by @SmarterPatterns | WHY IT MATTERS: Digital Transformation | Scoop.it

A collection of interaction patterns that provide solutions for common AI challenges.

Farid Mheir's insight:

WHY IT MATTERS: interesting to see what are the building blocks of AI solutions. A reference to keep.

marian's curator insight, October 16, 2021 7:40 AM

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This is the Architecture Powering Machine Learning at LinkedIn

This is the Architecture Powering Machine Learning at LinkedIn | WHY IT MATTERS: Digital Transformation | Scoop.it

Building the infrastructure to manage the lifecycle of machine learning models remains a challenge for most organizations. While we have seen tremendous advancements in machine/deep learning…

Farid Mheir's insight:

WHY IT MATTERS: always good to know what others are doing. Here, LinkedIn use of AI. The post has interesting link to LI engineering blog, worth reading.

wufbirhr@gmail.com's curator insight, January 27, 2020 5:37 AM

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Implement #FaceDetection in few lines of Python code shows image processing using #ML has become trivial: expect to see it in all kinds of products + expect all kinds of errors due to training data...

Implement #FaceDetection in few lines of Python code shows image processing using #ML has become trivial: expect to see it in all kinds of products + expect all kinds of errors due to training data... | WHY IT MATTERS: Digital Transformation | Scoop.it

Face detection is the ability of a computer program to identify and locate human faces in a digital image. Face detection is one of the most common applications of Artificial Intelligence. From camera applications in smartphones to Facebook’s tag suggestions, the use of face detection in applications is increasing every single day.

 
Farid Mheir's insight:

WHY IT MATTERS: few lines of code is all you need to do things that were considered impossible 5 years ago. With this powerful tool at their finger, expect pretty every website and system to include face detection and other image processing features to be included in the coming years. But few developers will know about the limitations of the technology, especially the biais that may exist in the training data. As in this example, you realize that the "confidence" has not been used in the example, but yet it seems to be an essential information to interpret the results. There will be many many errors due to this in the coming years before the technology really is fool proof.

Curated by Farid Mheir
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