Time series forecasting with Amazon SageMaker AutoML

Favorite Time series forecasting is a critical component in various industries for making informed decisions by predicting future values of time-dependent data. A time series is a sequence of data points recorded at regular time intervals, such as daily sales revenue, hourly temperature readings, or weekly stock market prices. These

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Shared by AWS Machine Learning October 9, 2024

Build a generative AI Slack chat assistant using Amazon Bedrock and Amazon Kendra

Favorite Despite the proliferation of information and data in business environments, employees and stakeholders often find themselves searching for information and struggling to get their questions answered quickly and efficiently. This can lead to productivity losses, frustration, and delays in decision-making. A generative AI Slack chat assistant can help address

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Shared by AWS Machine Learning October 8, 2024

Create your fashion assistant application using Amazon Titan models and Amazon Bedrock Agents

Favorite In the generative AI era, agents that simulate human actions and behaviors are emerging as a powerful tool for enterprises to create production-ready applications. Agents can interact with users, perform tasks, and exhibit decision-making abilities, mimicking humanlike intelligence. By combining agents with foundation models (FMs) from the Amazon Titan

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Shared by AWS Machine Learning October 5, 2024

Implement model-independent safety measures with Amazon Bedrock Guardrails

Favorite Generative AI models can produce information on a wide range of topics, but their application brings new challenges. These include maintaining relevance, avoiding toxic content, protecting sensitive information like personally identifiable information (PII), and mitigating hallucinations. Although foundation models (FMs) on Amazon Bedrock offer built-in protections, these are often

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Shared by AWS Machine Learning October 4, 2024