Favorite The next time you hear a popular song on the radio, listen to the beat behind the lyrics. Usually, a high-powered production team came up with it—but in the future, that beat could be created with help from artificial intelligence. That’s what Googler MJ Jacob predicts, as he combines
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Shared by Google AI Technology November 20, 2020
Favorite Rapid development of deep learning technology has produced an abundance of open-sourced, pre-trained models in computer vision and natural language processing. As a result, transfer learning has become a popular approach in deep learning. Transfer learning is a machine learning technique where a model pre-trained on one task is
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Shared by AWS Machine Learning November 20, 2020
Favorite This is a guest post by Jeff Finkelstein, founder of Customer Paradigm, a full-service interactive media firm and Magento solutions partner. Many small retailers use Magento, an open-source ecommerce platform, to create websites or mobile applications to sell their products online. Personalization is key to creating high-quality ecommerce experiences,
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Shared by AWS Machine Learning November 20, 2020
Favorite COVID-19 has changed our world significantly. All of this change has been almost instantaneous, forcing companies to pivot quickly and find new ways to operate. Automation is playing an increasingly important role to help companies adjust. The ability to automate business processes with machine learning (ML) is unlocking new
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Shared by AWS Machine Learning November 20, 2020
Favorite Improved access to documents is the second-most common strategic approach to KM. How is this improved access delivered? A question in our 2017 and 2020 surveys asked respondents how explicit or documented knowledge is managed. The question was phrased as follows: Which of the following most closely represents the organisation’s
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Shared by Nick Milton November 20, 2020
Favorite AWS DeepComposer provides a creative and hands-on experience for learning generative AI and machine learning (ML). We recently launched a Transformer-based model that iteratively extends your input melody up to 20 seconds. This newly created extension will use the style and musical motifs found in your input melody and create additional
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Shared by AWS Machine Learning November 19, 2020
Favorite This week I have been blogging about the challenge of revolutionising the productivity of the knowledge worker; the challenge which Peter Drucker set for us. The lean working environment for the manual worker (image from greenhousecanada.com).Does the working environment for the knowledge worker look like this? We have looked at the
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Shared by Nick Milton November 19, 2020
Favorite Everyone has a tree story, Rachel Malarich says—and one of hers takes place on the limbs of a eucalyptus tree. Rachel and her cousins spent summers in central California climbing the 100-foot tall trees and hanging out between the waxy blue leaves—an experience she remembers as awe-inspiring. Now, as
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Shared by Google AI Technology November 18, 2020
Favorite This year, the way many of us work has changed dramatically. We’ve gone from lunch meetings and large networking conferences to meeting virtually from our makeshift home offices. The COVID-19 pandemic has certainly upended a lot of this, but that doesn’t mean sharing ideas is on hold, too. That’s
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Shared by Google AI Technology November 18, 2020
Favorite For many organizations, consolidating information assets and making them available to employees when needed remains a challenge. Commonly used technology like spreadsheets, relational databases, and NoSQL databases exacerbate this issue by creating more and more unconnected, unstructured data. Knowledge graphs can provide easier access and understanding to this data
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Shared by AWS Machine Learning November 18, 2020