Fri.Jan 31, 2025

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7 Tools To Help Write Better Python Code

KDnuggets

Want to focus on writing useful Python applications without worrying about code quality? Let these tools do the heavy lifting for you!

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DeepSeek R1 on Databricks

databricks

Deepseek-R1 is a state-of-the-art open model that, for the first time, introduces the reasoning capability to the open source community. In particular, the.

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Top 5 LLMs to Use According to FACTS Leaderboard

KDnuggets

Explore the most factually accurate and reliable large language models.

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Care Cost Compass: An Agent System Using Mosaic AI Agent Framework

databricks

Opportunities and Obstacles in Developing Reliable Generative AI for Enterprises Generative AI offers transformative benefits in enterprise application development by providing advanced natural.

Systems 96
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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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Establishing a Large Scale Learned Retrieval System at Pinterest

Pinterest Engineering

Bowen Deng | Machine Learning Engineer, Homefeed Candidate Generation; Zhibo Fan | Machine Learning Engineer, Homefeed Candidate Generation; Dafang He | Machine Learning Engineer, Homefeed Relevance; Ying Huang | Machine Learning Engineer, Curation; Raymond Hsu | Engineering Manager, Homefeed CG Product Enablement; James Li | Engineering Manager, Homefeed Candidate Generation; Dylan Wang | Director, Homefeed Relevance; Jay Adams | Principal Engineer, Pinner Curation &Growth Introduction At P

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New Security Tools to Protect Your New Year’s Resolutions

Confluent

Discover how Confluents Mutual TLS and Private Links for Schema Registry and Flink enhance security, connectivity, and efficient data streaming in our latest blog.

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Hevo vs dbt: Choosing the Best Tool for Your Data Needs

Hevo

Given the era of big data, organizations are producing and analyzing enormous amounts of data daily. They use tools that enable streamlining data ingestion, transformation, and analysis to try to understand it all. Two of the most popular tools on the modern data stack, dbt (Data Build Tool) and Hevo, occupy different but complementary spaces.

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3 Must-Have Data Validation Techniques That Prevent 3AM Pipeline Alerts

Monte Carlo

Most data validation is a patchwork joba schema check here, a rushed file validation there, maybe a retry mechanism when things go sideways. Its the industry norm. Everyone does it, and thats why everyones been woken up by a 3AM alert caused by these piecemeal, reactive solutions. Heres the hard truth: patchwork checks will fail you. Theyre like taping together a cracked pair of glassesit works for a while, but when they snap, youre left blind and fumbling.

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Align Your Data Architecture for Universal Data Supply

Towards Data Science

Follow me through the steps on how to evolve your architecture to align with your business needs Continue reading on Towards Data Science

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What is Machine Learning

WeCloudData

Things that were once shown in science fiction are now the reality of the world we live in. We have mobile applications that can predict our daily needs and autonomous cars like Tesla that can drive themselves. All this is possible due to Machine Learning. Machine learning (ML) is the backbone of todays technology […] The post What is Machine Learning appeared first on WeCloudData.

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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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ETL and SQL: How They Work Together, Best Tools & Best Practices

Hevo

The world is currently data-driven, and most businesses and organizations extract valuable insights from their data to gain a competitive advantage. This is where ETL (Extract, Transform, and Load) and SQL (Structured Query Language processes come into play.

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Coalesce vs dbt: 7 Key Differences & Best Choice for You

Hevo

Choosing the right data transformation tool can make all the difference for efficient data workflows. Coalesce and dbt are two of the most popular choices that bring unique features to the table for data teams. While dbt is known for its SQL-based, modular approach to transformations, Coalesce provides a low-code, column-aware interface with automation capabilities.

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What is ETL Data Modeling? The Why’s and How’s

Hevo

Businesses rely on data to drive decisions, uncover trends, and stay ahead of the competition. But raw data is often messy, scattered across multiple sources, and difficult to analyze effectively. ETL data modeling offers a structured approach to transform this chaos into meaningful insights.

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Marketing Data Integration: What Is It and How It Works?

Hevo

With growing businesses, marketing teams are flooded with a wealth of data from various platforms such as social media, email campaigns, customer feedback, websites, and offline in-store. The real challenge lies in “how to integrate this data into a unified structure in a meaningful way ?” This is where “Marketing Data Integration” comes into play.

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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!