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GDPR compliance checklist

IBM Journey to AI blog

The General Data Protection Regulation (GDPR) is a European Union (EU) law that governs how organizations collect and use personal data. Organizations must uphold these rights and principles, but the GDPR leaves some room for each company to decide how. However, GDPR compliance is not necessarily a straightforward matter.

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How to implement the General Data Protection Regulation (GDPR)

IBM Journey to AI blog

The GDPR puts forth a litany of rules for how organizations in and outside of Europe handle the personal data of EU residents. However, it gives businesses some leeway in how they enact those rules. A data controller is any organization, group, or person that collects personal data and determines how it is used.

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Create high-quality datasets with Amazon SageMaker Ground Truth and FiftyOne

AWS Machine Learning Blog

To create this app, they need a high-quality dataset containing clothing images, labeled with different categories. In this post, we show how to repurpose an existing dataset via data cleaning, preprocessing, and pre-labeling with a zero-shot classification model in FiftyOne , and adjusting these labels with Amazon SageMaker Ground Truth.

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Spreading messages to help with the most important century

Cold Takes

Now I’ve finally gotten to the part where I can start laying out tangible ideas for how to help (beyond the pretty lame suggestions I gave before). Click lower right to download or find on Apple Podcasts, Spotify, Stitcher, etc. In this more recent series , I’ve been trying to help answer this question: “So what?

AI 52
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How Earth.com and Provectus implemented their MLOps Infrastructure with Amazon SageMaker

AWS Machine Learning Blog

This post explains how Provectus and Earth.com were able to enhance the AI-powered image recognition capabilities of EarthSnap, reduce engineering heavy lifting, and minimize administrative costs by implementing end-to-end ML pipelines, delivered as part of a managed MLOps platform and managed AI services.

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The EU’s Corporate Sustainability Reporting Directive explained

IBM Journey to AI blog

CSRD will be mandatory for all large European companies and companies listed on the EU regulated markets, including EU subsidiaries of non-EU parent companies. This move aims to achieve more complete and transparent sustainability reporting across the region. CSRD on track to enter into force in 2024. What is the EU CSRD?

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Generate a counterfactual analysis of corn response to nitrogen with Amazon SageMaker JumpStart solutions

AWS Machine Learning Blog

In this post, we demonstrate how to create this counterfactual analysis using Amazon SageMaker JumpStart solutions. Causal inference Causality is all about understanding change, but how to formalize this in statistics and machine learning (ML) is not a trivial exercise. Prerequisites You need an AWS account to use this solution.