Symposium highlights scale of mental health crisis and novel methods of diagnosis and treatment

By Admin 12/06/2024

MIT News – Artificial intelligence Digital technologies, such as smartphones and machine learning, have revolutionized education. At the McGovern Institute for Brain Research’s 2024 Spring Symposium, “Transformational Strategies in Mental Health,” experts from across the sciences — including psychiatry, psychology, neuroscience, computer science, and others — agreed that these technologies could also play a significant […]Continue reading

Build a custom UI for Amazon Q Business

By Admin 12/06/2024

AWS Machine Learning Blog Amazon Q is a new generative artificial intelligence (AI)-powered assistant designed for work that can be tailored to your business. Amazon Q can help you get fast, relevant answers to pressing questions, solve problems, generate content, and take actions using the data and expertise found in your company’s information repositories and […]Continue reading

Scalable intelligent document processing using Amazon Bedrock

By Admin 12/06/2024

AWS Machine Learning Blog In today’s data-driven business landscape, the ability to efficiently extract and process information from a wide range of documents is crucial for informed decision-making and maintaining a competitive edge. However, traditional document processing workflows often involve complex and time-consuming manual tasks, hindering productivity and scalability. In this post, we discuss an […]Continue reading

Use weather data to improve forecasts with Amazon SageMaker Canvas

By Admin 12/06/2024

AWS Machine Learning Blog Photo by Zbynek Burival on Unsplash Time series forecasting is a specific machine learning (ML) discipline that enables organizations to make informed planning decisions. The main idea is to supply historic data to an ML algorithm that can identify patterns from the past and then use those patterns to estimate likely […]Continue reading

Evaluation of generative AI techniques for clinical report summarization

By Admin 13/05/2024

AWS Machine Learning Blog In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. Since then, Amazon Web Services (AWS) has introduced new services such as Amazon Bedrock. This is a fully managed service […]Continue reading

Talk to your slide deck using multimodal foundation models hosted on Amazon Bedrock and Amazon SageMaker – Part 2

By Admin 19/04/2024

AWS Machine Learning Blog In Part 1 of this series, we presented a solution that used the Amazon Titan Multimodal Embeddings model to convert individual slides from a slide deck into embeddings. We stored the embeddings in a vector database and then used the Large Language-and-Vision Assistant (LLaVA 1.5-7b) model to generate text responses to […]Continue reading

Build well-architected IDP solutions with a custom lens – Part 2: Security

By Admin 22/11/2023

AWS Machine Learning Blog Building a production-ready solution in AWS involves a series of trade-offs between resources, time, customer expectation, and business outcome. The AWS Well-Architected Framework helps you understand the benefits and risks of decisions you make while building workloads on AWS. By using the Framework, you will learn current operational and architectural recommendations […]Continue reading

The Art of Strategic Succession Planning: Achieving Talent Continuity in an Era of Uncertainty

By Admin 17/11/2023

15Five If you were one of the millions of people who obsessively tuned into the HBO series “Succession,” then you’ve seen how a poorly executed succession plan can throw an organization into chaos. But while succession planning isn’t nearly as dramatic in real life as it is on TV, it is still an important business […]Continue reading

Robust time series forecasting with MLOps on Amazon SageMaker

By Admin 28/09/2023

AWS Machine Learning Blog In the world of data-driven decision-making, time series forecasting is key in enabling businesses to use historical data patterns to anticipate future outcomes. Whether you are working in asset risk management, trading, weather prediction, energy demand forecasting, vital sign monitoring, or traffic analysis, the ability to forecast accurately is crucial for […]Continue reading

Beyond forecasting: The delicate balance of serving customers and growing your business

By Admin 28/09/2023

AWS Machine Learning Blog Companies use time series forecasting to make core planning decisions that help them navigate through uncertain futures. This post is meant to address supply chain stakeholders, who share a common need of determining how many finished goods are needed over a mixed variety of planning time horizons. In addition to planning […]Continue reading