Favorite Deep learning is changing the world. However, much of the foundation work, such as building containers, can slow you down. This post describes how you can build, train, and deploy fastai models into Amazon SageMaker training and hosting by using the Amazon SageMaker Python SDK and a PyTorch base
Favorite There are two primary types of knowledge which we tend to manage – Know-How and Know-What. Of the two, Know-how is more the natural focus for KM. The Knowledge Management arena is a very confused place to be, and different people, different countries and different industries see Knowledge Management,
Favorite This post is an analysis of a KM role description, taken from a recent job vacancy, identifying the core elements of a strategic KM leadership role. This Photo by Unknown Author is licensed under CC BY-SA-NC The job vacancy appeared last week on LinkedIn, and is for a Knowledge
Favorite Amazon SageMaker Ground Truth helps you build highly accurate training datasets for machine learning. It offers easy access to public and private human labelers, and provides them with built-in workflows and interfaces for common labeling tasks. Ground Truth can lower your labeling costs by up to 70% using automatic
Favorite In this job advertisement, found on LinkedIn, we find an example of quantified value delivery from KM. Image from wikimedia commons The job advertisement, posted a week ago, is for a “KM Manager” for Shell, based in the Hague, who will run KM for Shell’s Projects and Technology business.
Favorite A recent article from HBR identifies three reasons why people don’t share knowledge. Image from meco 6925 on Flickr There are many reasons why people don’t seek or share knowledge; the 3 most basic being that they don’t think of it, they don’t know how, or they don’t want
Favorite When CEO Josh Churlik co-founded Well Data Labs in 2014, he was acutely aware of a bizarre dichotomy in his industry: For oil and gas companies, “downhole” innovation (that is, what happens underground) far exceeds the pace of data and analysis innovation. The data systems used then were relics
Favorite AAR is a quick and simple but powerful KM process. Here are 11 rules for AAR success. After Action Review (AAR) is one of the most basic Knowledge Management processes – quick, simple and powerful when used well, and when used to drive change and improvement. An organisation that
Favorite Is KM change better seen as top-down, or bottom-up? The answer is Neither; it’s side to side. Lighting a prescribed fire, from nps.gov Thanks to Steve Dale for alerting me to this post from Digital Tonto entitled “True Transformation Isn’t Top-Down Or Bottom-Up, But Side-To-Side, which offers a really
Favorite The growth of artificial intelligence could create 58 million net new jobs in the next few years, states the World Economic Forum [1]. Yet, according to the Tencent Research Institute, it’s estimated that currently there are 300,000 AI engineers worldwide, but millions are needed [2]. As you can tell,