Today, we’re announcing the general availability of Amazon SageMaker HyperPod recipes to help data scientists and developers of all skill sets to get started training and fine-tuning foundation models (FMs) in minutes with state-of-the-art performance. They can now access optimized recipes for training and fine-tuning popular publicly available FMs such as Llama 3.1 405B, Llama […]
Category Archives: Blog
Building on the work that we and our partners have been doing for many years, Amazon is committing up to $100 million in cloud technology and technical resources to help existing, dedicated learning organizations reach more learners by creating new and innovative digital learning solutions, all as part of the AWS Education Equity Initiative. The […]
Today, we announced a new capability of Amazon Q in QuickSight that helps users perform scenario analyses to find answers to complex problems quickly. This AI-assisted data analysis experience helps business users find answers to complex problems by guiding them step-by-step through in-depth data analysis—suggesting analytical approaches, automatically analyzing data, and summarizing findings with suggested […]
As a data scientist, I’ve experienced firsthand the challenges of making machine learning (ML) accessible to business analysts, marketing analysts, data analysts, and data engineers who are experts in their domains without ML experience. That’s why I’m particularly excited about today’s Amazon Web Services (AWS) announcement that Amazon Q Developer is now available in Amazon […]
Today, we’re announcing the preview of multimodal toxicity detection with image support in Amazon Bedrock Guardrails. This new capability detects and filters out undesirable image content in addition to text, helping you improve user experiences and manage model outputs in your generative AI applications. Amazon Bedrock Guardrails helps you implement safeguards for generative AI applications […]
Today, Amazon Bedrock introduces four enhancements that streamline how you can analyze data with generative AI: Amazon Bedrock Data Automation (preview) – A fully managed capability of Amazon Bedrock that streamlines the generation of valuable insights from unstructured, multimodal content such as documents, images, audio, and videos. With Amazon Bedrock Data Automation, you can build […]
In my twenty years at Amazon, I’ve spoken with thousands of customers across industries and roles. Their challenges are unique, but a common thread emerges time and again: the desire to reduce cloud costs while maintaining performance and driving continuous innovation. Last year during my re:Invent keynote, I introduced The Frugal Architect, a set of […]
For the last five years, I’ve spent a lot of time listening to and documenting the stories of builders that are using AWS technologies to solve hard human problems for my series Now Go Build. Whether it’s providing an identity to previously unbanked rice farmers in Indonesia, using computer vision and machine learning to responsibly […]
One of our strengths at AWS has always been our ability to get primitives into the hands of our customers and observe what they do. In nearly every instance, someone uses these building blocks in interesting ways that we didn’t expect. Sometimes it’s domain-specific innovation, but other times it’s customers working around the limitations of […]
Builders are at the heart of AWS. As Amazon’s CTO, one of the most rewarding parts of my job is meeting with builders from across the world to better understand the unique challenges that they’re encountering while building on AWS. Most recently, I traveled to Southeast Asia to dive into the region’s rising builder culture. […]