databricks

JUNE 18, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data!

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AI AI Data Science Artificial Intelligence 205

Flipboard

APRIL 23, 2025

Traditional keyword-based search mechanisms are often insufficient for locating relevant documents efficiently, requiring extensive manual review to extract meaningful insights. This solution improves the findability and accessibility of archival records by automating metadata enrichment, document classification, and summarization.

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AWS ML ML Natural Language Processing 98

Hacker News

JUNE 26, 2025

the billions of documents, images, or videos on the Web). While this multi-vector approach boosts accuracy and enables retrieving more relevant documents, it introduces substantial computational challenges. Given a query from a user (e.g., “How

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Eugene Yan

JUNE 21, 2025

eugeneyan Start Here Writing Speaking Prototyping About Evaluating Long-Context Question & Answer Systems [ llm eval survey ] · 28 min read While evaluating Q&A systems is straightforward with short paragraphs, complexity increases as documents grow larger. Here’s a 35% discount code.

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AWS Machine Learning Blog

OCTOBER 29, 2024

Enterprises in industries like manufacturing, finance, and healthcare are inundated with a constant flow of documents—from financial reports and contracts to patient records and supply chain documents. An AWS Lambda function reads the Amazon Textract response and calls an Amazon Bedrock prompt flow to classify the document.

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databricks

JUNE 12, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data! Join now Ready to get started?

Data Engineering 289

Data Engineering Data Engineering Data Engineer Data Engineering 289

AWS Machine Learning Blog

MAY 15, 2025

The banking industry has long struggled with the inefficiencies associated with repetitive processes such as information extraction, document review, and auditing. This is where Apoidea Group , a leading AI-focused FinTech independent software vendor (ISV) based in Hong Kong, has made a significant impact.

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AWS ML ML Machine Learning 102

Dataconomy

APRIL 2, 2025

AI/ML model validation plays a crucial role in the development and deployment of machine learning and artificial intelligence systems. What is AI/ML model validation? AI/ML model validation is a systematic process that ensures the reliability and accuracy of machine learning and artificial intelligence models.

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ML ML Machine Learning Machine Learning 91

AWS Machine Learning Blog

FEBRUARY 21, 2025

Generative AI is revolutionizing enterprise automation, enabling AI systems to understand context, make decisions, and act independently. Generative AI foundation models (FMs), with their ability to understand context and make decisions, are becoming powerful partners in solving sophisticated business problems.

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Data Science Dojo

FEBRUARY 6, 2025

According to a report by MarketsandMarkets , the AI training dataset market is expected to grow from $1.2 Data annotation is the process of labeling data to make it understandable and usable for machine learning (ML) models. It enables AI systems to recognize patterns, understand them, and make informed predictions.

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Flipboard

JULY 6, 2025

Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. This article is about cutting through the hype and building AI agents that actually ship, run and help.

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KDnuggets

JULY 4, 2025

Kanwal Mehreen Kanwal is a machine learning engineer and a technical writer with a profound passion for data science and the intersection of AI with medicine. She co-authored the ebook "Maximizing Productivity with ChatGPT". As a Google Generation Scholar 2022 for APAC, she champions diversity and academic excellence.

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Machine Learning Machine Learning Natural Language Processing Data Science 273

AWS Machine Learning Blog

DECEMBER 12, 2024

The new SDK is designed with a tiered user experience in mind, where the new lower-level SDK ( SageMaker Core ) provides access to full breadth of SageMaker features and configurations, allowing for greater flexibility and control for ML engineers. For the detailed list of pre-set values, refer to the SDK documentation.

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ML ML Python AWS 104

Flipboard

FEBRUARY 11, 2025

In this new era of emerging AI technologies, we have the opportunity to build AI-powered assistants tailored to specific business requirements. Large-scale data ingestion is crucial for applications such as document analysis, summarization, research, and knowledge management.

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AWS ML ML Machine Learning 144

Flipboard

DECEMBER 3, 2024

Syngenta and AWS collaborated to develop Cropwise AI , an innovative solution powered by Amazon Bedrock Agents , to accelerate their sales reps’ ability to place Syngenta seed products with growers across North America. Generative AI is reshaping businesses and unlocking new opportunities across various industries.

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AWS AI Machine Learning AI 138

Data Science Dojo

SEPTEMBER 25, 2024

In the modern media landscape, artificial intelligence (AI) is becoming a crucial component for different mediums of production. This era of media production with AI will transform the world of entertainment and content creation. Thus, media personnel must adopt AI to stay relevant in today’s competitive media industry.

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AI AI Algorithm Artificial Intelligence 448

Flipboard

JULY 2, 2025

Generative AI has revolutionized customer interactions across industries by offering personalized, intuitive experiences powered by unprecedented access to information. For businesses, RAG offers a powerful way to use internal knowledge by connecting company documentation to a generative AI model.

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Flipboard

MARCH 4, 2025

In this post, we explore a generative AI solution leveraging Amazon Bedrock to streamline the WAFR process. We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices.

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AWS Machine Learning Blog

DECEMBER 4, 2024

Businesses are under pressure to show return on investment (ROI) from AI use cases, whether predictive machine learning (ML) or generative AI. Only 54% of ML prototypes make it to production, and only 5% of generative AI use cases make it to production. Using SageMaker, you can build, train and deploy ML models.

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ML ML AWS AI 101

Flipboard

NOVEMBER 19, 2024

Organizations of all sizes and types are using generative AI to create products and solutions. A common adoption pattern is to introduce document search tools to internal teams, especially advanced document searches based on semantic search. The following diagram depicts the solution architecture.

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AWS AI AI Big Data 123

Flipboard

APRIL 23, 2025

Retrieval Augmented Generation (RAG) applications have become increasingly popular due to their ability to enhance generative AI tasks with contextually relevant information. See the OWASP Top 10 for Large Language Model Applications to learn more about the unique security risks associated with generative AI applications.

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AWS ML ML AI 140

Dataconomy

APRIL 14, 2025

Reproducible AI is becoming a cornerstone of reliable machine learning practices. In an era where AI is rapidly evolving, the ability to replicate results not only validates the research but also enhances trust in AI applications. What is reproducible AI? Consistent data handling is paramount.

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AI AI ML ML 91

Hacker News

JUNE 23, 2025

Hacker News new | past | comments | ask | show | jobs | submit login Launch HN: Reducto Studio (YC W24) – Build accurate document pipelines, fast 67 points by adit_a 11 hours ago | hide | past | favorite | 46 comments Hi HN! Reducto turns unstructured documents (e.g., Tried to OCR/AI it and it drove me nuts.

AI 81

AI AI AWS ML 81

Flipboard

NOVEMBER 19, 2024

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon Web Services available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case.

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AWS AI AI ML 140

AWS Machine Learning Blog

JUNE 11, 2025

This environment presents a clear opportunity for generative AI to automate routine reporting tasks, allowing organizations to redirect resources toward more impactful ESG programs. Report GenAI pre-fills reports by drawing on existing databases, document stores and web searches. Let’s explore each step in more detail.

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databricks

JUNE 11, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data! REGISTER Ready to get started?

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Database Data Lakes ETL Analytics 214

AWS Machine Learning Blog

DECEMBER 12, 2024

The recent update enhances usability of the ModelBuilder class for a wide range of use cases, particularly in the rapidly evolving field of generative AI. The machine learning (ML) practitioners need to iterate over these settings before finally deploying the endpoint to SageMaker for inference.

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ML ML Python AWS 107

AWS Machine Learning Blog

NOVEMBER 26, 2024

This post is co-written with Ken Kao and Hasan Ali Demirci from Rad AI. Rad AI has reshaped radiology reporting, developing solutions that streamline the most tedious and repetitive tasks, and saving radiologists’ time. In this post, we share how Rad AI reduced real-time inference latency by 50% using Amazon SageMaker.

ML 113

ML ML AI AI 113

Flipboard

MAY 28, 2025

Machine learning (ML) has emerged as a powerful tool to help nonprofits expedite manual processes, quickly unlock insights from data, and accelerate mission outcomesfrom personalizing marketing materials for donors to predicting member churn and donation patterns. For a full list of custom model types, check out this documentation.

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Machine Learning Machine Learning ML ML 116

AWS Machine Learning Blog

MARCH 21, 2025

Amazon Q Business is a fully managed, generative artificial intelligence (AI) powered assistant that can address challenges such as inefficient, inconsistent information access within an organization by providing 24/7 support tailored to individual needs. An Amazon Q Business index has fields that you can map your document attributes to.

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AWS AI AI Machine Learning 119

AWS Machine Learning Blog

NOVEMBER 13, 2024

The market size for multilingual content extraction and the gathering of relevant insights from unstructured documents (such as images, forms, and receipts) for information processing is rapidly increasing. These languages might not be supported out of the box by existing document extraction software.

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AWS Machine Learning Machine Learning ML 107

AWS Machine Learning Blog

NOVEMBER 15, 2024

Principal wanted to use existing internal FAQs, documentation, and unstructured data and build an intelligent chatbot that could provide quick access to the right information for different roles. Now, employees at Principal can receive role-based answers in real time through a conversational chatbot interface.

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AWS AI AI Machine Learning 115

AWS Machine Learning Blog

NOVEMBER 7, 2024

Today we are announcing the general availability of Amazon Bedrock Prompt Management , with new features that provide enhanced options for configuring your prompts and enabling seamless integration for invoking them in your generative AI applications. Your task is to provide clear, concise, and accurate summaries of financial reports.

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AWS ML ML AI 141

Flipboard

APRIL 30, 2025

With the advent of generative AI solutions, a paradigm shift is underway across industries, driven by organizations embracing foundation models (FMs) to unlock unprecedented opportunities. FloQasts software (created by accountants, for accountants) brings AI and automation innovation into everyday accounting workflows.

AI 139

AI AI AWS ML 139

Data Science Dojo

JANUARY 22, 2025

While today’s world is increasingly driven by artificial intelligence (AI) and large language models (LLMs), understanding the magic behind them is crucial for your success. We have carefully curated the series to empower AI enthusiasts, data scientists, and industry professionals with a deep understanding of vector embeddings.

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Database ML ML AI 195

Flipboard

JUNE 17, 2025

Generative AI has rapidly evolved from a novelty to a powerful driver of innovation. From summarizing complex legal documents to powering advanced chat-based assistants, AI capabilities are expanding at an increasing pace. Gartner predicts that 30% of generative AI projects will be abandoned in 2025.

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Data Quality AWS AI AI 135

Flipboard

JUNE 30, 2025

Publish AI, ML & data-science insights to a global community of data professionals. In 2018-ish, when I took my first university courses on classic machine learning, behind the scenes, key methods were already being developed that would lead to AI’s boom in the early 2020s. What does is the ability to focus deeply.

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Machine Learning Machine Learning Data Science ML 138