Tracking the throughput of your private labeling team through Amazon SageMaker Ground Truth

Favorite Launched at AWS re:Invent 2018, Amazon SageMaker Ground Truth helps you quickly build highly accurate training datasets for your machine learning models. Amazon SageMaker Ground Truth offers easy access to public and private human labelers, and provides them with built-in workflows and interfaces for common labeling tasks. Additionally, Amazon

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Shared by AWS Machine Learning September 6, 2019

Why leaving knowledge in people’s heads is not a great strategy

Favorite The default approach to managing knowledge which many companies use, is to keep knowledge in people’s heads, and to move the knowledge where it is needed by moving the people, not by transferring the knowledge.  Homer Simpson’s head by SOCIALisBETTER on Flickr In this old model, knowledge is owned

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Shared by Nick Milton September 6, 2019

The four contexts for Knowledge Transfer

Favorite There is no one-size-fits-all solution for knowledge transfer, because not every transfer context is the same.  However we can look at four main classes or types of knowledge transfer, by looking at the dimensions of TIME and LOCATION. There are other dimensions as well, such as whether the transfer

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Shared by Nick Milton September 5, 2019

Build a custom entity recognizer using Amazon Comprehend

Favorite Amazon Comprehend is a natural language processing service that can extract key phrases, places, names, organizations, events, and even sentiment from unstructured text, and more. Customers usually want to add their own entity types unique to their business, like proprietary part codes or industry-specific terms. In November 2018, enhancements to

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Shared by AWS Machine Learning September 4, 2019

Knowledge of product, knowledge of process, knowledge of customer

Favorite Some companies make things, some do things, some maintain relationships. Process companies, Product companies, Client companies – different focus, different business, different approach to KM.  OK, so that is an oversimplification – most companies are a mix of Doing, Making and Relationship Management; they have product departments where they

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Shared by Nick Milton September 4, 2019

Seven potential building blocks of a KM framework

Favorite Knowledge management is a large and complex field, covering many elements, and applied in many different ways (see my blog post on 50 shades of KM for example). However there are a small number of Knowledge Management sub-components or modules which come up time and time again, and probably

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Shared by Nick Milton September 3, 2019

A twin-strategy approach to implementing KM

Favorite Implementing Knowledge Management requires two parallel strategies, like the two prongs of a fork. There was a very interesting article by Ron Bascue in the 2011 Fall edition of the US Army KM newsletter (now no longer available online), about a twin-strategy approach to delivering a Knowledge Management strategy.

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Shared by Nick Milton August 30, 2019

You can’t do KM without a budget

Favorite One of my Knoco colleagues was in a KM workshop a while ago with a client, and raised the issue of the KM Budget. One of the people in the room said “What? Does Knowledge Management need a budget?”  Budget, by 401(k) 2012, on Flickr, from http://401kcalculator.org My colleague

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Shared by Nick Milton August 29, 2019