Favorite Named entity recognition (NER) involves sifting through text data to locate noun phrases called named entities and categorizing each with a label, such as person, organization, or brand. For example, in the statement “I recently subscribed to Amazon Prime,” Amazon Prime is the named entity and can be categorized
Favorite It’s quite common to be watching a soccer match and, when seeing a player score a goal, surmise how difficult scoring that goal was. Your opinions may be further confirmed if you’re watching the match on television and hear the broadcaster exclaim how hard it was for that shot
Favorite Have you ever wished that people visiting your home could leave you a message if you’re not there? What if that solution could support your native language? Here is a straightforward and cost-effective solution that you can build yourself, and you only pay for what you use. This post
Favorite Are you interested in the latest advancements in voice and natural language processing (NLP) technology? Maybe you’re curious about how you can use these technologies to build with Alexa? We’re excited to share that Alexa Live—a free virtual developer education event hosted by the Alexa team—is back for its
Favorite AWS DeepComposer gives you a creative way to get started with machine learning (ML) and generative AI techniques. AWS DeepComposer recently launched a new generative AI algorithm called autoregressive convolutional neural network (AR-CNN), which allows you to generate music in the style of Bach. In this blog post, we
Favorite Nowadays I talk about the four legs of the Knowledge Management table being Roles, Processes, Technologies and Governance. But why do we need the extra leg? What is the purpose of KM governance? I have seen many examples of organisations with what look like very good Knowledge Management systems
Favorite I blogged last week about the 5 basic principles behind successful Knowledge Management. Let’s take that one step further, into the principles behind a KM Strategy. Strategy by Kathryn Decker on Flickr When Stephanie Barnes and I wrote our book “Designing a successful KM Strategy” we included a chapter
Favorite Amazon Kendra is an easy-to-use enterprise search service that allows you to add search capabilities to your applications so end-users can easily find information stored in different data sources within your company. This could include invoices, business documents, technical manuals, sales reports, corporate glossaries, internal websites, and more. You
Favorite This post demonstrates how to create a serverless Machine Learning Operations (MLOps) pipeline to develop and visualize a forecasting model built with Amazon Forecast. Because Machine Learning (ML) workloads need to scale, it’s important to break down the silos among different stakeholders to capture business value. The MLOps model
Favorite Many organisations attempt to assign value to lessons in a lessons management system, and there are three ways you can do this. A screen sub-panel from the lessons management hubshowing value assigned to lessons Assigning value to lesson-learning has three main advantages; It reassures the people using the system