Transition your Amazon Forecast usage to Amazon SageMaker Canvas

Favorite Amazon Forecast is a fully managed service that uses statistical and machine learning (ML) algorithms to deliver highly accurate time series forecasts. Launched in August 2019, Forecast predates Amazon SageMaker Canvas, a popular low-code no-code AWS tool for building, customizing, and deploying ML models, including time series forecasting models.

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Shared by AWS Machine Learning July 29, 2024

Node problem detection and recovery for AWS Neuron nodes within Amazon EKS clusters

Favorite Implementing hardware resiliency in your training infrastructure is crucial to mitigating risks and enabling uninterrupted model training. By implementing features such as proactive health monitoring and automated recovery mechanisms, organizations can create a fault-tolerant environment capable of handling hardware failures or other issues without compromising the integrity of the

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Shared by AWS Machine Learning July 25, 2024

Evaluate conversational AI agents with Amazon Bedrock

Favorite As conversational artificial intelligence (AI) agents gain traction across industries, providing reliability and consistency is crucial for delivering seamless and trustworthy user experiences. However, the dynamic and conversational nature of these interactions makes traditional testing and evaluation methods challenging. Conversational AI agents also encompass multiple layers, from Retrieval Augmented

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Shared by AWS Machine Learning July 25, 2024

Hailey Schoelkopf: Voices of the Open Source AI Definition

Favorite The Open Source Initiative (OSI) is running a blog series to introduce some of the people who have been actively involved in the Open Source AI Definition (OSAID) co-design process. The co-design methodology allows for the integration of diverging perspectives into one just, cohesive and feasible standard. Support and

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Shared by voicesofopensource July 25, 2024

Boosting Salesforce Einstein’s code generating model performance with Amazon SageMaker

Favorite This post is a joint collaboration between Salesforce and AWS and is being cross-published on both the Salesforce Engineering Blog and the AWS Machine Learning Blog. Salesforce, Inc. is an American cloud-based software company headquartered in San Francisco, California. It provides customer relationship management (CRM) software and applications focused

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Shared by AWS Machine Learning July 24, 2024