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Configure an AWS DeepRacer environment for training and log analysis using the AWS CDK

AWS Machine Learning

With the increasing use of artificial intelligence (AI) and machine learning (ML) for a vast majority of industries (ranging from healthcare to insurance, from manufacturing to marketing), the primary focus shifts to efficiency when building and training models at scale. This is where advanced log analysis comes into play.

Scripts 74
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How to make the most of a free survey program: 4 tips to know

delighted

If you’re sending surveys to recipients who have strict email filters, like the healthcare industry, it can be helpful to prime your respondents for the incoming survey to make sure the email is top-of-mind. Power up your analysis. A common misconception is that free survey platforms don’t have powerful survey analysis features.

Surveys 90
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Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

AWS Machine Learning

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

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Build a solution for a computer vision skin lesion classifier using Amazon SageMaker Pipelines

AWS Machine Learning

Fully managed image and video analysis services have also accelerated the adoption of Computer vision solutions. AWS offers a pre-trained and fully managed AWS AI service called Amazon Rekognition that can be integrated into computer vision applications using API calls and require no ML experience.

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The IoT Chronicles Part 2: Three Big Security Threats—and How to Solve Them

Avaya

Open APIs: An open API model is advantageous in that it allows developers outside of companies to easily access and use APIs to create breakthrough innovations. At the same time, however, publicly available APIs are also exposed ones. Healthcare, for example, must abide by very strict regulations.

APIs 72
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Best practices to build generative AI applications on AWS

AWS Machine Learning

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon via a single API. This is because such tasks require organization-specific data and workflows that typically need custom programming.

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Implementing Amazon Forecast in the retail industry: A journey from POC to production

AWS Machine Learning

During this iterative improvement phase, the challenging part—true for all ML projects—is that the current iteration depends on the previous iteration’s key findings and insights, so rigorous analysis and reporting is key for success. Analysis can be done quantitatively and empirically. Conclusion.

Sales 81