How DevFactory builds better applications with Amazon CodeGuru

This post is written in collaboration with DevFactory, an AWS Select Technology Partner. DevFactory is an enterprise SaaS-focused company that is responsible for innovation, development, and operation of over 120 enterprise products. DevFactory also offers DevGraph, an integrated suite of software development tools built on AWS. Amazon CodeGuru is an

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Shared by AWS Machine Learning September 10, 2020

RENGA Inc. automates code reviews with Amazon CodeGuru

This guest post was authored by Kazuma Ohara, Director of RENGA Inc., and edited by Yumiko Kanasugi, Solutions Architect at AWS Japan. RENGA Inc. operates Mansion Note, one of Japan’s most popular condominium review and rating websites, which gets over a million unique visitors per month. Mansion Note provides a

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Shared by AWS Machine Learning September 10, 2020

Automated monitoring of your machine learning models with Amazon SageMaker Model Monitor and sending predictions to human review workflows using Amazon A2I

When machine learning (ML) is deployed in production, monitoring the model is important for maintaining the quality of predictions. Although the statistical properties of the training data are known in advance, real-life data can gradually deviate over time and impact the prediction results of your model, a phenomenon known as

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Shared by AWS Machine Learning September 10, 2020

How Connect and Collect work within knowledge management

A reprive from the archives – an overview of Connection and Collection as dual components of KM. Image by Marc Smith on Flickr There are two main mechanisms for supporting the flow of knowledge in an organisation – Connecting the people, or Collecting the content.  These are sometimes seen as

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Shared by Nick Milton September 10, 2020

Visualizing TensorFlow training jobs with TensorBoard

TensorBoard is an open-source toolkit for TensorFlow users that allows you to visualize a wide range of useful information about your model, from model graphs; to loss, accuracy, or custom metrics; to embedding projections, images, and histograms of weights and biases. This post demonstrates how to use TensorBoard with Amazon

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Shared by AWS Machine Learning September 9, 2020

How can governments support a knowledge economy?

Governments know all about supporting traditional economies. So why are they so poor at supporting the knowledge economy? Image from wikimedia commonsby 401(K) 2012, CC licence A “knowledge economy” is a focus for many many governments in the developed world. A knowledge economy is one “where distinctive know-how is vital

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Shared by Nick Milton September 9, 2020

The importance of maximising knowledge findability

How many times do people miss knowledge because they don’t know it exists, or can’t find it? Image from wikimedia commonsattribution Dg-505, CC licence My guess is that this happens all the time. Someone creates a great knowledge resource, but others don’t know about it, and even if they do

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Shared by Nick Milton September 7, 2020