Favorite Highly-regulated industries, such as financial services, are often required to audit all access to their data. This includes auditing exploratory activities performed by data scientists, who usually query data from within machine learning (ML) notebooks. This post walks you through the steps to implement access control and auditing capabilities
Favorite As my last blog post this year, please find below a presentation I gave last month to CIEDO in Barcelona. Many thanks to CIEDO for inviting me to the conference, which was extremely interesting. I was honoured to be invited. In the video I am talking on the topic
Favorite Healthcare has recently been transformed by two remarkable innovations: Medical Interoperability and machine learning (ML). Medical Interoperability refers to the ability to share healthcare information across multiple systems. To take advantage of these transformations, we launched a new HIPAA-eligible healthcare service, Amazon HealthLake, now in preview at re:Invent 2020.
Favorite Computer vision (CV) is sought after technology among companies looking to take advantage of machine learning (ML) to improve their business processes. Enterprises have access to large amounts of video assets from their existing cameras, but the data remains largely untapped without the right tools to gain insights from
Favorite Machine learning (ML) models are impacting business decisions of organizations around the globe, from retail and financial services to autonomous vehicles and space exploration. For these organizations, training and deploying ML models into production is only one step towards achieving business goals. Model performance may degrade over time for
Favorite It’s easy to distinguish a lake from a flood. But when you’re looking at an aerial photograph, factors like angle, altitude, cloud cover, and context can make the task more difficult. And when you need to identify 100,000 aerial images in order to give first responders the information they
Favorite I blogged earlier this week about the KM accountabilities for project managers. Here is the counterpart – the KM accountability for the knowledge domain owners. There are two dimensions to KM within a project based organisation. These are KM within individual projects, and KM across and between the projects.
Favorite Unity is one of the most popular game engines that has been adopted not only for video game development but also by industries such as film and automotive. Unity offers tools to create virtual simulated environments with customizable physics, landscapes, and characters. The Unity Machine Learning Agents Toolkit (ML-Agents)
Favorite It is becoming increasingly common to appoint your CKO internally, from within the organisation. A common question when implementing Knowledge Management – should your KM team leader, or CKO, be an internal appointment, or should you look externally to fill the role? I posted on this topic in 2019, but include
Favorite AWS DeepRacer is the fastest way to get rolling with machine learning (ML). It’s a fully autonomous 1/18th scale race car driven by reinforcement learning, a 3D racing simulator, and a global racing league. Throughout 2020, tens of thousands of developers honed their ML skills and competed in the
Shared by AWS Machine Learning December 22, 2020
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