Data Engineering Weekly

MARCH 3, 2024

2) Why High-Quality Data Products Beats Complexity in Building LLM Apps - Ananth Packildurai I will walk through the evolution of model-centric to data-centric AI and how data products and DPLM (Data Product Lifecycle Management) systems are vital for an organization's system.

Data Engineering 67

Data Engineering Data Engineer Engineering Pipeline-centric 67

Towards Data Science

JUNE 27, 2023

Although I wasn’t aware of all the hype, the Data-Centric AI Community promptly came to the rescue: The 2.0 There is nothing worst for a data flow than wrong typesets , especially within a data-centric AI paradigm. In the new release, users can rest to sure that their pipelines won’t break if they’re using pandas 2.0,

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Pipeline-centric Data Science Machine Learning Datasets 98

RandomTrees

SEPTEMBER 27, 2024

With One Lake serving as a primary multi-cloud repository, Fabric is designed with an open, lake-centric architecture. You can use Copilot to build reports, summarize insights, build pipelines, and develop ML models. This preview will roll out in stages.

Database-centric 52

Database-centric Pipeline-centric IT BI 52

ThoughtSpot

OCTOBER 18, 2024

It aims to explain how we transformed our development practices with a data-centric approach and offers recommendations to help your teams address similar challenges in your software development lifecycle. Step 3: Implementing a data pipeline To automate the data collection and processing, we integrated a Jenkins job that runs hourly.

Building 52

Building Process Pipeline-centric Database-centric 52

Data Engineering Weekly

NOVEMBER 3, 2024

The blog emphasizes the importance of starting with a clear client focus to avoid over-engineering and ensure user-centric development. impactdatasummit.com Thumbtack: What we learned building an ML infrastructure team at Thumbtack Thumbtack shares valuable insights from building its ML infrastructure team.

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Data Engineering Data Engineer Engineering Pipeline-centric 62

Ascend.io

MAY 7, 2024

” Key Partnership Benefits: Cost Optimization and Efficiency : The collaboration is poised to reduce IT and data management costs significantly, including an up to 68% reduction in data stack spend and the ability to build data pipelines 7.5x Discover how Wizeline’s AI-centric approach can revolutionize your business at wizeline.com.

Pipeline-centric 52

Pipeline-centric Data Cleanse Data Security Data Pipeline 52

Cloudera

JULY 13, 2021

CDP Data Engineering offers an all-inclusive toolset that enables data pipeline orchestration, automation, advanced monitoring, visual profiling, and a comprehensive management toolset for streamlining ETL processes and making complex data actionable across your analytic teams. . A key aspect of ETL or ELT pipelines is automation.

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Ascend.io

JUNE 8, 2023

Treating data as a product is more than a concept; it’s a paradigm shift that can significantly elevate the value that business intelligence and data-centric decision-making have on the business. Data pipelines Data integrity Data lineage Data stewardship Data catalog Data product costing Let’s review each one in detail.

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Pipeline-centric Database-centric Data Ingestion Data Pipeline 52

Monte Carlo

MAY 30, 2024

It can involve prompt engineering, vector databases like Pinecone , embedding vectors and semantic layers, data modeling, data orchestration, and data pipelines – all tailored for RAG. Like RAG, fine tuning requires building effective data pipelines that can make proprietary data available to the fine tuning process in the first place.

Pipeline-centric 52

Pipeline-centric Database-centric Datasets Data Pipeline 52

Data Engineering Weekly

AUGUST 25, 2024

Take Astro (the fully managed Airflow solution) for a test drive today and unlock a suite of features designed to simplify, optimize, and scale your data pipelines. The author writes about integrating uwheel with DataFusion (a query engine for building high-quality data-centric systems in Rust , using the Apache Arrow in-memory format).

Data Engineering 70

Data Engineering Data Engineer Engineering Database-centric 70

Cloudera

JANUARY 24, 2023

Next, it needed to enhance the company’s customer-centric approach for a needs-based alignment of products and services. We are positive that our continuing partnership with Cloudera and Blutech Consulting will be foundational to our customer-centric approach, considerably improving our customer responsiveness,” he said.

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Banking Data Analytics Pipeline-centric IT 80

Netflix Tech

JANUARY 10, 2024

The Netflix video processing pipeline went live with the launch of our streaming service in 2007. By integrating with studio content systems, we enabled the pipeline to leverage rich metadata from the creative side and create more engaging member experiences like interactive storytelling.

Process 93

Process Pipeline-centric Media Metadata 93

Data Engineering Weekly

JUNE 2, 2024

The resulting solution was SnowPatrol, an OSS app that alerts on anomalous Snowflake usage, powered by ML Airflow pipelines. link] Adevinta: How we moved from local scripts and spreadsheets shared by email to Data Products Data Product Thinking Shaping the data management to build a reliable, customer-centric data application.

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Cloudera

DECEMBER 13, 2023

To enable LGIM to better utilize its wealth of data, LGIM required a centralized platform that made internal data discovery easy for all teams and could securely integrate external partners and third-party outsourced data pipelines. To realize this cohesive data vision, LGIM adopted Cloudera Data Platform (CDP) Public Cloud.

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Pipeline-centric Professional Services Datasets BI 88

U-Next

AUGUST 17, 2022

Pipeline-centric: Pipeline-centric Data Engineers collaborate with data researchers to maximize the use of the info they gather. Data Engineers focused on pipelines require a solid understanding of decentralized technology and computer engineering. They are frequently found in midsize businesses.

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Data Engineering Data Engineer Pipeline-centric Database-centric 52

Data Engineering Podcast

AUGUST 13, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. Data stacks are becoming more and more complex.

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Machine Learning Pipeline-centric Database-centric MongoDB 100

Cloudera

SEPTEMBER 11, 2024

Pharmaceuticals : Pharmaceutical companies need to integrate sensitive data, including Personally Identifiable Information (PII), across the R&D pipeline to accelerate the development of life-saving medications. Healthcare : Healthcare providers are under pressure to leverage data to deliver patient centricity and a continuum of care.

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Pharmaceutical Cloud Pipeline-centric Healthcare 52

Monte Carlo

MARCH 28, 2024

In a nutshell, DataOps engineers are responsible not only for designing and building data pipelines, but iterating on them via automation and collaboration as well. While a DataOps engineer is primarily focused on ensuring pipelines run smoothly, data engineers are more focused on designing and implementing those pipelines themselves.

Engineering 75

Engineering Pipeline-centric BI Google Cloud 75

Knowledge Hut

JUNE 20, 2023

In addition, they are responsible for developing pipelines that turn raw data into formats that data consumers can use easily. Pipeline-Centric Engineer: These data engineers prefer to serve in distributed systems and more challenging projects of data science with a midsize data analytics team.

Machine Learning 52

Machine Learning Data Engineering Data Engineer Engineering 52

The Pragmatic Engineer

JANUARY 5, 2023

The first response has been frustration because of the chaos a breach like this causes: At a scaleup I talked with, infrastructure teams shut down all pipelines in order to replace secrets. Our customers are some of the most innovative, engineering-centric businesses on the planet, and helping them do great work will continue to be our focus.”

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Pipeline-centric Database-centric Coding Accessibility 130

Ascend.io

AUGUST 29, 2023

A star-studded baseball team is analogous to an optimized “end-to-end data pipeline” — both require strategy, precision, and skill to achieve success. Just as every play and position in baseball is key to a win, each component of a data pipeline is integral to effective data management.

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Data Pipeline Pipeline-centric Database-centric Data Ingestion 52

The Modern Data Company

DECEMBER 29, 2022

This means moving beyond product-centric thinking to a data-driven customer experience model that’s consistent across all channels. Next, the wealth management industry is also shifting away from a product focus to a client-centric model. Data will enable this industry to shift to scalable solutions and ensure greater customer loyalty.

Banking 52

Banking Pipeline-centric Building Finance 52

Christophe Blefari

APRIL 8, 2023

At the same time Maxime Beauchemin wrote a post about Entity-Centric data modeling. This week I discovered SQLMesh , a all-in-one data pipelines tool. I hope he will fill the gaps. In the first part he treats about the history of modeling and the main concepts. When it comes to modeling it's hard not to mention dbt.

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Pipeline-centric Database-centric Algorithm Data 130

Christophe Blefari

APRIL 8, 2023

At the same time Maxime Beauchemin wrote a post about Entity-Centric data modeling. This week I discovered SQLMesh , a all-in-one data pipelines tool. I hope he will fill the gaps. In the first part he treats about the history of modeling and the main concepts. When it comes to modeling it's hard not to mention dbt.

Pipeline-centric 130

Pipeline-centric Database-centric Algorithm Data 130

Knowledge Hut

DECEMBER 26, 2023

Actions must be Customer-Centric Application software and other services are mostly built according to the feedback of the customers. Example: Automate multistage DevOps pipelines with Azure Pipelines The second category consists of Solution ideas. Customers Are Served This is customer-centric software.

Architecture 52

Architecture Pipeline-centric Programming Language Coding 52

DataKitchen

NOVEMBER 5, 2024

We have also seen a fourth layer, the Platinum layer , in companies’ proposals that extend the Data pipeline to OneLake and Microsoft Fabric. The need to copy data across layers, manage different schemas, and address data latency issues can complicate data pipelines. However, this architecture is not without its challenges.

Architecture 79

Architecture Raw Data Pipeline-centric Data Ingestion 79

Snowflake

DECEMBER 19, 2023

Sometimes they need feedback on touchpoints very quickly, while other pipelines don’t need as much acceleration. Acadia, a digital media agency, wanted to accelerate end-to-end pipeline for its clients while also enhancing security for clients’ PII. One conversation quickly coming to the forefront is first-party data.

Building 82

Building Pipeline-centric Database-centric Digital Media 82

Knowledge Hut

NOVEMBER 2, 2023

They work with various Azure services and tools to build scalable, efficient, and reliable data pipelines, data storage solutions, and data processing systems. Automating and optimizing software development lifecycle (SDLC) processes, CI/CD pipeline setup and management.

Data Engineering 52

Data Engineering Data Engineer Engineering Pipeline-centric 52

Snowflake

JUNE 28, 2023

Simplified streaming pipelines in Snowflake We are expanding our streaming capabilities with Dynamic Tables (public preview). Dynamic Tables drastically simplifies continuous data pipelines for transforming both batch and streaming data. You can now have streaming data pipelines as easy as a Create Table as Select (CTAS) statement.

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Pipeline-centric Programming Language Python Government 59

Edureka

JULY 14, 2024

It encompasses the planning, scheduling, and controlling of software builds and delivery pipelines. Tools like Jenkins, Travis CI, or GitLab CI can be used to set up automated build pipelines. A people-centric approach ensures that the release process is not only efficient but also user-focused and responsive to changing requirements.

Management 40

Management Pipeline-centric Coding Software Engineer 40

Pipeline Data Engineering

MARCH 2, 2022

Make Your Workflows Better With This Classic Unix Tool Adam Green, Data Engineer, Gridcognition Make and Makefiles for data pipelines. Unbiggen AI Andrew Ng, Founder and CEO, Landing AI "It’s time for smart-sized, “data-centric” solutions to big issues." What the hell happened?

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Pipeline-centric BI Consulting Data Warehouse 52

Meltano

JANUARY 25, 2023

He compared the SQL + Jinja approach to the early PHP era… […] “If you take the dataframe-centric approach, you have much more “proper” objects, and programmatic abstractions and semantics around datasets, columns, and transformations.

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Pipeline-centric Database-centric SQL Data Warehouse 52

Data Engineering Weekly

JULY 2, 2023

Editors Note: 🔥 DEW is thrilled to announce a developer-centric Data Eng & AI conference in the tech hub of Bengaluru, India, on October 12th! LinkedIn write about Hoptimator for auto generated Flink pipeline with multiple stages of systems. See how it works today.

Data Engineering 52

Data Engineering Data Engineer Engineering Pipeline-centric 52

Ripple Engineering

JANUARY 29, 2024

The key aspect of any business-centric team in delivering products and features is to make critical decisions on ensuring low latency, high throughput, cost-effective storage, and highly efficient infrastructure.   A lack of a centralized system makes building a single source of high-quality data difficult.

Database-centric 52

Database-centric Pipeline-centric NoSQL High Quality Data 52

Data Engineering Podcast

APRIL 7, 2019

Summary How much time do you spend maintaining your data pipeline? How does the data-centric approach of DataCoral differ from the way that other platforms think about processing information? How does the data-centric approach of DataCoral differ from the way that other platforms think about processing information?

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Data Pipeline Pipeline-centric Database-centric AWS 100

Snowflake

JUNE 28, 2023

Since it’s all part of Snowflake’s single platform, data engineers and developers can also perform inference by programmatically calling the built-in or fine-tuned models, like in pipelines with Streams and Tasks or in applications. Learn More: Learn more about how Snowflake is building a data-centric platform for generative AI and LLM.

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Pipeline-centric Unstructured Data Data Government 74

Knowledge Hut

APRIL 25, 2024

Kubernetes is a container-centric management software that allows the creation and deployment of containerized applications with ease. To check if the Pod is running in the Kubernetes cluster: Command: kubectl get pods --watch --show-labels Learn more about DevOps and writing pipelines with the Best DevOps Courses Online.

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Database-centric Metadata MongoDB Pipeline-centric 81