Data Engineering Weekly

JUNE 2, 2024

link] Sponsored: DoubleCloud - More than just ClickHouse ClickHouse is the fastest, most resource-efficient OLAP database, which queries billions of rows in milliseconds and is trusted by thousands of companies for real-time analytics. The author highlights the structured approach to building data infrastructure, data management, and metrics.

Data Engineering 93

Data Engineering Data Engineer Engineering Pipeline-centric 93

dbt Developer Hub

NOVEMBER 13, 2023

By building your production-grade models into a different schema and database , you can experiment in peace without being worried that your changes will accidentally impact downstream users. We need to exchange a job-oriented strategy for a more mature and scalable environment-centric view of the world.

Cloud 52

Cloud Database-centric Metadata Data Warehouse 52

Knowledge Hut

APRIL 23, 2024

Data mining deals with data that usually comes from organized data stored in databases or spreadsheets. Data mining entails working with structured data that refers to well-organized data stored in databases, spreadsheets, or tables, featuring clearly defined fields, records, and relationships.

Data Mining 52

Data Mining Big Data Database-centric Unstructured Data 52

Precisely

APRIL 20, 2023

The National Association of REALTORS ® clearly understands this challenge, which is why it built RPR (Realtors Property Resource), the nation’s largest parcel-centric database, exclusively for REALTORS ®. To learn more about RPR and access its database for yourself, visit us online. While RPR can now offer high accuracy for U.S.

Database-centric 52

Database-centric Database Data Datasets 52

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 Pipeline-centric Engineering 67

Data Engineering Podcast

AUGUST 13, 2022

With their new managed database service you can launch a production ready MySQL, Postgres, or MongoDB cluster in minutes, with automated backups, 40 Gbps connections from your application hosts, and high throughput SSDs. Just connect it to your database/data warehouse/data lakehouse/whatever you’re using and let them do the rest.

Machine Learning 100

Machine Learning Pipeline-centric Database-centric MongoDB 100

Knowledge Hut

APRIL 25, 2024

Kubernetes is a container-centric management software that allows the creation and deployment of containerized applications with ease. Here is a sample YAML file used to create a pod with the postgres database. To read more about Kubernetes and deployment, you can refer to the Best Kubernetes Course Online.

Database-centric 81

Database-centric Metadata MongoDB Pipeline-centric 81

Knowledge Hut

FEBRUARY 27, 2023

In large organizations, data engineers concentrate on analytical databases, operate data warehouses that span multiple databases, and are responsible for developing table schemas. Data engineering builds data pipelines for core professionals like data scientists, consumers, and data-centric applications.

Data Engineering 52

Data Engineering Data Engineer Database-centric Pipeline-centric 52

Ripple Engineering

JANUARY 29, 2024

For Ripple's product capabilities, the Payments team of Ripple, for example, ingests millions of transactional records into databases and performs analytics to generate invoices, reports, and other related payment operations.    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

Knowledge Hut

MARCH 20, 2024

The world today is data-centric, and the dependency on data is increasing every day. There are database management teams with experts handling different affairs. The ones heading these teams are the database administrators. So, if you are wondering how do i become a database administrator, you are at the right place.

Database 52

Database Database-centric Computer Science Certification 52

Knowledge Hut

MARCH 15, 2024

Making decisions in the database space requires deciding between RDBMS (Relational Database Management System) and NoSQL, each of which has unique features. Come with me on this adventure to learn the main differences and parallels between two well-known database solutions, i.e., RDBMS vs NoSQL. What is RDBMS? What is NoSQL?

NoSQL 52

NoSQL Database-centric Relational Database PostgreSQL 52

Christophe Blefari

APRIL 8, 2023

At the same time Maxime Beauchemin wrote a post about Entity-Centric data modeling. If you want to go deeper to me Dozer looks like Materialize or Popsink but with a different vision, offering more an API as a serving layer than a database. I hope he will fill the gaps. When it comes to modeling it's hard not to mention dbt.

Pipeline-centric 130

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. If you want to go deeper to me Dozer looks like Materialize or Popsink but with a different vision, offering more an API as a serving layer than a database. I hope he will fill the gaps. When it comes to modeling it's hard not to mention dbt.

Pipeline-centric 130

Pipeline-centric Database-centric Algorithm Data 130

Knowledge Hut

APRIL 24, 2024

As a result, users are forced to use a shared library to execute tasks like image analysis, XML processing, Entity mapping, and database operations. As a result, it is used to create network-centric applications. It's made for creating network-centric apps. It makes it difficult for developers to use Node.js What is JavaScript?

Programming Language 52

Programming Language Database-centric Programming Python 52

Knowledge Hut

DECEMBER 26, 2023

Data Engineers are skilled professionals who lay the foundation of databases and architecture. Using database tools, they create a robust architecture and later implement the process to develop the database from zero. Data engineers who focus on databases work with data warehouses and develop different table schemas.

Data Engineering 98

Data Engineering Data Engineer Engineering Pipeline-centric 98

Knowledge Hut

JUNE 20, 2023

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. Database-Centric Engineer: The implementation, upkeep, and populating of analytics databases are the responsibilities of a Database-Centric Engineer.

Machine Learning 52

Machine Learning Data Engineering Data Engineer Engineering 52

Towards Data Science

JULY 13, 2023

The example we’ll walk you through will mirror a typical LLM application workflow you’d run to populate a vector database with some text knowledge. This data will move through different services (LLM, vector database, document store, etc.) Store embeddings in a vector database, either LanceDB , Pinecone , or Weaviate.

Building 76

Building Database-centric Database Coding 76

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! link] Sven Balnojan: Explain like I’m 5 — Vector Database Hype Of all the LLM hype, I'm very excited about the emergence of vector databases.

Data Engineering 52

Data Engineering Data Engineer Engineering Pipeline-centric 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.

Pipeline-centric 52

Pipeline-centric Database-centric Data Warehouse SQL 52

Edureka

JULY 3, 2024

Azure Data Factory Data Migration: Overview Cross-Region: Source & Sink Setup: Configure data source (storage accounts, databases) in both regions. Azure Data Factory: Top Use Cases Store Data in Azure Data Lake Using self-hosted integration runtimes, ADF securely connects to on-premises databases or FTP servers, allowing data extraction.

Pipeline-centric 52

Pipeline-centric Data Lake Database-centric Data Pipeline 52

Rockset

AUGUST 2, 2023

This enrichment data has changing schemas and new data providers are constantly being added to enhance the insights, making it challenging for Windward to support using relational databases with strict schemas. Windward also used specialized databases like Elasticsearch for specific functionality like text search.

Database-centric 52

Database-centric PostgreSQL Transportation Insurance 52

Maxime Beauchemin

MARCH 8, 2021

For those reasons, it is not surprising that it has taken over most of the modern data stack: infrastructure, databases, orchestration, data processing, AI/ML and beyond. That’s without mentioning the fact that for a cloud-native company, Tableau’s Windows-centric approach at the time didn’t work well for the team.

Business Intelligence 130

Business Intelligence BI Database-centric Google Cloud 130

Snowflake

DECEMBER 19, 2023

Benefit #3: Ease of use With the Snowflake Native App Framework, everything needed to resolve or translate identifiers is loaded into the customer’s environment, appropriate permissions are granted so the app knows what database and tables it is allowed to access, and the customer is ready to go.

Building 82

Building Pipeline-centric Database-centric Digital Media 82

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 Integrity Cultivation of a data-centric culture means engaging business users to trust and use the data.

Pipeline-centric 52

Pipeline-centric Database-centric Data Ingestion Data Pipeline 52

The Pragmatic Engineer

JANUARY 5, 2023

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.” On that same day, the threat actor downloaded data from another database that stores pipeline-level config vars for Review Apps and Heroku CI.

Pipeline-centric 130

Pipeline-centric Database-centric Coding Accessible 130

Data Engineering Podcast

APRIL 7, 2019

Managing and auditing access to your servers and databases is a problem that grows in difficulty alongside the growth of your teams. You listen to this show to learn and stay up to date with what’s happening in databases, streaming platforms, big data, and everything else you need to know about modern data management.

Data Pipeline 100

Data Pipeline Pipeline-centric Database-centric AWS 100

Knowledge Hut

OCTOBER 6, 2023

Responsibilities: Generally requiring 5+ years of experience in cloud environments, Azure solution architects work with cloud developers, cloud Database Administrators, and clients to implement solutions. Engage and Collaborate: Actively participate in community discussions, be it online platforms or Azure-centric events.

Database-centric 52

Database-centric Cloud Computing Certification Cloud 52

Edureka

JUNE 12, 2024

to the emerging era of human-centric innovation in Industry 5.0, Everything from forecasting equipment breakdowns within production facilities to scanning multiple aspects of medical details before finally developing fresh forms of medicines can be cited as examples of how ML has revolutionized different sectors. ” Industry 4.0

Manufacturing 52

Manufacturing Database-centric Finance Medical 52

Data Science Blog: Data Engineering

SEPTEMBER 9, 2020

Data is centric in testing of several applications because data is critical to organizations. The tool successfully adheres to the importance of keeping test-data centric in Automation Test solutions. The test-data involved in both Manual/Automation testing encompasses the test-data inputs, test-data outputs, and the test-data flow.

Data Management 52

Data Management Database-centric Management PostgreSQL 52

Dataquest

JANUARY 25, 2017

Most companies store their data in variety of formats across databases and text files. You’ll have a few different data stores: The database that backs your main app. Ride database. Customer service database. You’ll then need to store the parsed logs in a database, so they can easily be queried by the API.

Data Engineering 52

Data Engineering Data Engineer Pipeline-centric Database-centric 52

Ascend.io

SEPTEMBER 14, 2023

It's specialized for database querying. Interpreter / Compiler Interpreted Executed by a database engine, interpreting and executing SQL statements. Declarative and straightforward for database tasks. Its ecosystem revolves around database management and querying. Primarily tailored for database tasks.

Data Engineering 52

Data Engineering Data Engineer Python Engineering 52

Cloudera

NOVEMBER 15, 2021

Structured data can be defined as data that can be stored in relational databases, and unstructured data as everything else. Related to the neglect of data quality, it has been observed that much of the efforts in AI have been model-centric, that is, mostly devoted to developing and improving models , given fixed data sets.

Unstructured Data 89

Unstructured Data Pipeline-centric Database-centric Entertainment 89

Cloudera

JANUARY 24, 2022

The company used Cloudera Data Science Workbench to create data-centric applications and solutions. As you can imagine, searching a database that large is no easy task. It has recently added more than 325,000 new donors to its database. UnionBank decided to find a better way to evaluate loan applications to help more customers.

Hospitality 64

Hospitality Database-centric Banking Medical 64

Knowledge Hut

SEPTEMBER 27, 2023

Azure's diverse services encompass computing, storage, databases, AI , and IoT, offering a comprehensive solution for a broad spectrum of needs. You can create virtual machines, databases, storage accounts, and more within your subscription. Within a few seconds, your account will be ready.

Database-centric 52

Database-centric Cloud Computing Cloud Database 52

Knowledge Hut

NOVEMBER 2, 2023

Tools and Technologies Azure Data Factory, Azure Databricks, Azure SQL Database, Azure Cosmos DB, Power BI. While Data Engineers work in data-centric jobs, DevOps Engineers focus on software development efficiency. If you enjoy working with data, databases, and analytics, opt for a Data Engineer role.

Data Engineering 52

Data Engineering Data Engineer Engineering Pipeline-centric 52

Christophe Blefari

DECEMBER 19, 2022

But this article is not about the pricing which can be very subjective depending on the context—what is 1200$ for dev tooling when you pay them more than $150k per year, yes it's US-centric but relevant. In my opinion sources have to be at schema/database level and YAML models have to be at the model level.

Management 130

Management Pipeline-centric Database-centric SQL 130

Knowledge Hut

JANUARY 23, 2024

Mongo DB is a popular NoSQL and open-source document-oriented database which allows a highly scalable and flexible document structure. Moreover, projection plays a key factor when looking for user-centric data from a given large data set. To overcome such issues, MongoDB provides a special feature known as MongoDB Projection.

MongoDB 52

MongoDB Project Database-centric NoSQL 52