Favorite As a data scientist attempting to solve a problem using supervised learning, you usually need a high-quality labeled dataset before starting your model building. Amazon SageMaker Ground Truth makes dataset building for a different range of tasks, like text classification and object detection, easier and more accessible to everyone.
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Shared by AWS Machine Learning July 7, 2020
Favorite It’s the ultimate chicken and egg situation. KM requires a supportive culture, yet how do you develop the culture without doing KM? Should you wait for the culture to change, and then start your KM initiative, or should you start your KM initiative knowing you have to battle against
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Shared by Nick Milton July 7, 2020
Favorite Here is a cautionary tale about the importance of active Community of Practice management and facilitation, and what happens when the facilitator is removed. The story comes from Tom Humbarger, who was the community facilitator for a professional community from January 2007 until he was made redundant in July
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Shared by Nick Milton July 6, 2020
Favorite There are a number of ways to incentivise KM, but which ones work? I blogged yesterday about an article which confirms that financial incentives for sharing knowledge can easily backfire, but which incentives actually work? We can answer this question with data from the Knoco KM surveys in 2014,
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Shared by Nick Milton July 3, 2020
Favorite This is a guest post from members of Cisco’s AI/ML best practices team, including Technical Product Manager Elvira Dzhuraeva, Distinguished Engineer Debo Dutta, and Principal Engineer Amit Saha. Cisco is a large enterprise company that applies machine learning (ML) and artificial intelligence (AI) across many of its business units.
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Shared by AWS Machine Learning July 2, 2020
Favorite The AWS Machine Learning Research Awards (MLRA) aims to advance machine learning (ML) by funding innovative research and open-source projects, training students, and providing researchers with access to the latest technology. Since 2017, MLRA has supported over 180 research projects from 73 schools and research institutes in 13 countries,
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Shared by AWS Machine Learning July 2, 2020
Favorite On the topic of incentives for Knowledge Management, there are some interesting observations in this article from HR magazine in 2004 The article is a high level overview of KM, which although warning that KM is not about technology, still talks mostly about technology solutions (and which immediately equates knowledge
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Shared by Nick Milton July 2, 2020
Favorite Organizations across industries have a large number of physical documents such as invoices that they need to process. It is difficult to extract information from a scanned document when it contains tables, forms, paragraphs, and check boxes. Organization have been addressing these problems with manual effort or custom code
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Shared by AWS Machine Learning July 1, 2020
Favorite Here is a very interesting article from G2 about how they finally made knowledge sharing work, after failing twice. The article, by Deirdre O’Donoghue, is a very interesting read. They tried to introduce structured knowledge sharing three times, and only succeeded at the third attempt. What was different about
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Shared by Nick Milton July 1, 2020
Favorite Sometimes it’s hard to find the right words to describe what you’re looking for. As the adage goes, “A picture is worth a thousand words.” Often, it’s easier to show a physical example or image than to try to describe an item with words, especially when using a search
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Shared by AWS Machine Learning June 30, 2020
Shared by AWS Machine Learning July 7, 2020
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