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A Guide to the Six Types of Data Quality Dashboards

DataKitchen

This blog delves into the six distinct types of data quality dashboards, examining how each fulfills a specific role in ensuring data excellence. Benefits and Challenges of The Data Quality Dimension Approach Data quality dimensions are often heralded as foundational principles for evaluating and improving data quality.

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Agentic AI design: An architectural case study

CIO Business Intelligence

From obscurity to ubiquity, the rise of large language models (LLMs) is a testament to rapid technological advancement. The analyst firm Forrester named AI agents as one of its top 10 emerging technologies this year and that it will deliver benefits in the next two to five years. Why has agentic AI become the latest rage?

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Optimizing vector search using Amazon S3 Vectors and Amazon OpenSearch Service

AWS Big Data

Organizations often struggle with the trade-offs between latency, cost, and accuracy when storing and searching through millions or billions of vector embeddings. Traditional solutions either require substantial infrastructure management or come with prohibitive costs as data volumes grow.

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Generative AI: A Self-Study Roadmap

KDnuggets

Cost Optimization and Token Management : Foundation model APIs charge based on token usage, making cost optimization essential for production applications. Understanding how different models tokenize text helps you estimate costs accurately and design efficient prompting strategies.

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Introducing generative AI upgrades for Apache Spark in AWS Glue (preview)

AWS Big Data

Data practitioners need to upgrade to the latest Spark releases to benefit from performance improvements, new features, bug fixes, and security enhancements. This process often turns into year-long projects that cost millions of dollars and consume tens of thousands of engineering hours. job to AWS Glue 4.0.

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MCP, ACP, and Agent2Agent set standards for scalable AI results

CIO Business Intelligence

The new protocols will enable IT teams to seamlessly connect diverse AI agents and to reduce the cost and complexity of AI integrations, adds Gary Lerhaupt, vice president of product architecture at Salesforce. You have the ability for those vendors and those solutions to be able to interact with one another and create smart handoffs.

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Unlocking Exponential Growth: Strategic Generative AI Adoption for Businesses

DataFloq

Strategic Alignment is Paramount: Successful generative AI (GenAI) integration hinges on a clear vision that directly supports overarching business objectives, not just technological adoption. This isn't merely about adopting new technology; it's about re-envisioning how data, algorithms, and AI can fundamentally reshape your enterprise.