Tue.Dec 10, 2024

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Why my new audiobook “The Software Engineer's Guidebook” is everywhere except on Audible

The Pragmatic Engineer

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7 Essential Python Libraries for MLOps

KDnuggets

Python 96
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Simplify Data Ingestion With the New Python Data Source API

databricks

Data engineering teams are frequently tasked with building bespoke ingestion solutions for myriad custom, proprietary, or industry-specific data sources. Many teams find that.

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[Free eBook] Accelerate Health AI: Strategies for Directors and Beyond

KDnuggets

90
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Apache Airflow® Best Practices for ETL and ELT Pipelines

Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.

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Inside Facebook’s video delivery system

Engineering at Meta

Were explaining the end-to-end systems the Facebook app leverages to deliver relevant content to people. Learn about our video-unification efforts that have simplified our product experience and infrastructure, in-depth details around mobile delivery, and new features we are working on in our video-content delivery stack. The end-to-end delivery of highly relevant, personalized, timely, and responsive content comes with complex challenges.

Systems 61
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How to Set Up Your First Machine Learning Pipeline Using Scikit-Learn

KDnuggets

More Trending

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Stop Overcomplicating Data Quality

Towards Data Science

Three Zero-Cost Solutions That Take Hours, NotMonths A data quality certified pipeline. Source: unsplash.com In my career, data quality initiatives have usually meant big changes. From governance processes to costly tools to dbt implementationdata quality projects never seem to want to besmall. Whats more, fixing the data quality issues this way often leads to new problems.

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Batch Inference on Fine Tuned Llama Models with Mosaic AI Model Serving

databricks

Introduction Building production-grade, scalable, and fault tolerant Generative AI solutions requires having reliable LLM availability. Your LLM endpoints must be ready to meet.

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Analytics, Apps, AI and Open Standards: Top 4 Highlights from Microsoft Ignite

Snowflake

43
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Aimpoint Digital: AI Agent Systems for Building Travel Itineraries

databricks

Inspiration Going on vacation is an enjoyable experience, but planning the trip can take time and effort for most people. There are numerous.

Systems 52
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Apache Airflow®: The Ultimate Guide to 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!