With the widespread adoption of generative artificial intelligence (AI) solutions, organizations are trying to use these technologies to make their teams more productive. One exciting use case is enabling natural language interactions with relational databases. Rather than writing complex SQL queries, you can describe in plain language what data you want to retrieve or manipulate. …
In January 2024, Amazon SageMaker launched a new version (0.26.0) of Large Model Inference (LMI) Deep Learning Containers (DLCs). This version offers support for new models (including Mixture of Experts), performance and usability improvements across inference backends, as well as new generation details for increased control and prediction explainability (such as reason for generation completion …
OpenAI’s offerings—ChatGPT, Codex, Sora, and DALL-E—have caught the public’s imagination and opened doors to many opportunities for infusing AI into networks, systems, services, and applications. These cutting-edge AI technologies are now deeply integrated with Microsoft products including Bing, Windows, Office, and Microsoft Teams. Within Azure for Operators, we are taking advantage of the significant investments …
Empowering operators through generative AI technologies with Azure for Operators Read More »
“Operating a cloud infrastructure at global scale is a large and complex task, particularly when it comes to service standard and quality. In a previous blog, we shared how AIOps was leveraged to improve service quality, engineering efficiency, and customer experience. In this blog, I’ve asked Jian Zhang, Principal Program Manager from the AIOps Platform …
Advancing memory leak detection with AIOps—introducing RESIN Read More »
Amazon Rekognition makes it easy to add image and video analysis to your applications. It’s based on the same proven, highly scalable, deep learning technology developed by Amazon’s computer vision scientists to analyze billions of images and videos daily. It requires no machine learning (ML) expertise to use and we’re continually adding new computer vision …
Improving Content Moderation with Amazon Rekognition Bulk Analysis and Custom Moderation Read More »
This is a guest post co-authored by Shravan Kumar and Avirat S from Gramener. Gramener, a Straive company, contributes to sustainable development by focusing on agriculture, forestry, water management, and renewable energy. By providing authorities with the tools and insights they need to make informed decisions about environmental and social impact, Gramener is playing a …
Organizations of all sizes are recognizing that using AI fuels the kind of innovation that’s needed to maintain a competitive edge. What’s often less clear is how to prepare your organization to be able to take full advantage of AI. For organizations running business-critical workloads on Windows Servers and SQL Server, how do you get …
Get ready for AI at the Migrate to Innovate digital event Read More »
I’ve met with customers and partners from around the world over the past few months and almost every one of them mentioned the same thing: how fast AI innovation is happening—much faster than the pace of change many are used to. While most see the transformative potential AI poses for their organization, many feel the …
With a multitude of articles, videos, audio recordings, and other media created daily across news media companies, readers of all types—individual consumers, corporate subscribers, and more—often find it difficult to find news content that is most relevant to them. Delivering personalized news and experiences to readers can help solve this problem, and create more engaging …
Build a news recommender application with Amazon Personalize Read More »
This is a guest post co-written with Tamir Rubinsky and Aviad Aranias from Nielsen Sports. Nielsen Sports shapes the world’s media and content as a global leader in audience insights, data, and analytics. Through our understanding of people and their behaviors across all channels and platforms, we empower our clients with independent and actionable intelligence …
