Thu.Oct 31, 2024

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How to Fine-Tune T5 for Question Answering Tasks with Hugging Face Transformers

KDnuggets

Fine-tuning the T5 model for question answering tasks is simple with Hugging Face Transformers: provide the model with questions and context, and it will learn to generate the correct answers.

IT 121
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Modern Data Architecture: Data Mesh and Data Fabric 101

Precisely

Key Takeaways: Data mesh is a decentralized approach to data management, designed to shift creation and ownership of data products to domain-specific teams. Data fabric is a unified approach to data management, creating a consistent way to manage, access, and share data across distributed environments. Both approaches empower your organization to be more agile, data-driven, and responsive so you can make informed decisions in real time.

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When to Go Out and When to Stay In: RAG vs. Fine-tuning

KDnuggets

This article presents a comprehensive discussion of when to choose which approach for your LLM and potential hybrid solutions.

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Testing DuckDB’s Large Than Memory Processing Capabilities.

Confessions of a Data Guy

I am a glutton for punishment, a harbinger of tidings, a storm crow, a prophet of the data land, my sole purpose is to plumb the depths of the tools we use every day in Data Engineering. I find the good, the bad, the ugly, and splay them out before you, string ’em up and […] The post Testing DuckDB’s Large Than Memory Processing Capabilities. appeared first on Confessions of a Data Guy.

Process 114
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Apache Airflow® 101 Essential Tips for Beginners

Apache Airflow® is the open-source standard to manage workflows as code. It is a versatile tool used in companies across the world from agile startups to tech giants to flagship enterprises across all industries. Due to its widespread adoption, Airflow knowledge is paramount to success in the field of data engineering.

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Mapping the Devil’s Real Estate Portfolio

ArcGIS

Use the Calculate Color Theorem Field tool, Unique Values symbology, and the Color Scheme editor to map the Devil's real estate portfolio.

More Trending

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Win the CSP & MSP Markets by Leveraging Confluent’s Data Streaming Platform and OEM Program

Confluent

Deploying Confluent Platform in conjunction with Confluent's OEM Program can help CSPs and MSPs develop high-margins, while maintaining operational excellence and lowering risk.

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Enabling Seamless Cloud Migration and Real-Time Data Integration for a Nonprofit Educational Healthcare Organization with Striim

Striim

A nonprofit educational healthcare organization is faced with the challenge of modernizing its critical systems while ensuring uninterrupted access to essential services. With Striim’s real-time data integration solution, the institution successfully transitioned to a cloud infrastructure, maintaining seamless operations and paving the way for future advancements.

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The Complete Guide to Data Uniqueness

Monte Carlo

Remember the Healthcare.gov launch fiasco? Millions of Americans tried to sign up for health insurance—and couldn’t. The site crashed under heavy demand and even when people did manage to enroll, the system sometimes created multiple insurance plans for the same person. Behind this chaos was an often-overlooked but critical aspect of data management: data uniqueness.

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New Snowflake Deployment: Mexico and South Korea Coming Soon

Snowflake

Snowflake is excited to announce a significant expansion of our AI Data Cloud infrastructure with support for Microsoft Azure Mexico by the end of Snowflake’s fiscal year, and support for Microsoft Azure in Seoul in the first half of 2025. These deployments underscore Snowflake’s continued commitment to providing our customers with a unified and secure experience, regardless of where their data resides.

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!