Data Governance, Data Workflow and SQL - Data Engineering Digest

Toward a Data Mesh (part 2) : Architecture & Technologies

François Nguyen

MARCH 22, 2021

TL;DR After setting up and organizing the teams, we are describing 4 topics to make data mesh a reality. How do we build data products ? How can we interoperate between the data domains ? As you can see, this is in the code part where you are building your data pipelines, a misnomer because this is an over simplification.

Architecture

Architecture Technology Google Cloud Metadata

Top 10 Azure Data Engineer Job Opportunities in 2024 [Career Options]

Knowledge Hut

MARCH 28, 2024

Implemented and managed data storage solutions using Azure services like Azure SQL Database , Azure Data Lake Storage, and Azure Cosmos DB. Education & Skills Required Proficiency in SQL, Python, or other programming languages. Develop data models, data governance policies, and data integration strategies.

Data Engineering

Data Engineering Data Engineer Engineering Data Warehouse

Bringing The Power Of The DataHub Real-Time Metadata Graph To Everyone At Acryl Data

Data Engineering Podcast

OCTOBER 15, 2021

The data you’re looking for is already in your data warehouse and BI tools. Connect your warehouse to Hightouch, paste a SQL query, and use their visual mapper to specify how data should appear in your SaaS systems. No more scripts, just SQL. Can you describe what Acryl Data is and the story behind it?

Metadata

Metadata BI Data Warehouse Government

Webinars

From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Understanding User Needs and Satisfying Them

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

How To Get Promoted In Product Management

MORE WEBINARS

Top 20 Azure Data Engineering Projects in 2023 [Source Code]

Knowledge Hut

NOVEMBER 2, 2023

Top 10 Azure Data Engineering Project Ideas for Beginners For beginners looking to gain practical experience in Azure Data Engineering, here are 10 Azure Data engineer real time projects ideas that cover various aspects of data processing, storage, analysis, and visualization using Azure services: 1.

Data Engineering

Data Engineering Data Engineer Coding Project

Data Quality Engineer: Skills, Salary, & Tools Required

Monte Carlo

JULY 27, 2023

Interestingly, only 43% specifically mention resolving the data quality issues that do arise. The skills, languages and tools of a data quality engineer Data quality engineers need to be highly skilled in multiple programming languages such as SQL (mentioned in 61% of postings), Python (56%), and Scala (13%).

Engineering

Engineering Healthcare Scala Data Warehouse

Tackling Real Time Streaming Data With SQL Using RisingWave

Data Engineering Podcast

FEBRUARY 4, 2024

Summary Stream processing systems have long been built with a code-first design, adding SQL as a layer on top of the existing framework. In this episode Yingjun Wu explains how it is architected to power analytical workflows on continuous data flows, and the challenges of making it responsive and scalable.

SQL

SQL Data Lake High Quality Data Data Pipeline

ETL for Snowflake: Why You Need It and How to Get Started

Ascend.io

DECEMBER 19, 2023

Snowpipe : Automates data loading in near real-time, significantly reducing the latency in data availability for processing and analysis. Streams and Tasks : Enables Change Data Capture (CDC) and automates SQL execution, streamlining the process of tracking and responding to data modifications in your tables.

ETL Tools

ETL Tools IT Data Pipeline Data Warehouse

Testing Data Applications is Hard

Meltano

FEBRUARY 22, 2023

Testing a data application is similar to testing any software application in many ways, just with a strong focus on testing data-related issues. But testing problems like failing data workflows, mismatches in data reconciliation after ETL, and data quality issues means that you’re not only testing the code but also the data itself.

Data

Data Transportation Data Workflow Data Lake

Designing A Non-Relational Database Engine

Data Engineering Podcast

APRIL 14, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management This episode is brought to you by Datafold – a testing automation platform for data engineers that prevents data quality issues from entering every part of your data workflow, from migration to dbt deployment.

Non-relational Database

Non-relational Database Relational Database Database Designing

Troubleshooting Kafka In Production

Data Engineering Podcast

DECEMBER 24, 2023

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Introducing RudderStack Profiles. RudderStack Profiles takes the SaaS guesswork and SQL grunt work out of building complete customer profiles so you can quickly ship actionable, enriched data to every downstream team.

Kafka

Kafka Data Lake High Quality Data SQL

Using Trino And Iceberg As The Foundation Of Your Data Lakehouse

Data Engineering Podcast

FEBRUARY 18, 2024

Summary A data lakehouse is intended to combine the benefits of data lakes (cost effective, scalable storage and compute) and data warehouses (user friendly SQL interface). Data lakes are notoriously complex. Data lakes are notoriously complex. Go to dataengineeringpodcast.com/dagster today to get started.

Data Lake

Data Lake High Quality Data Data Warehouse Google Cloud

Making Email Better With AI At Shortwave

Data Engineering Podcast

APRIL 21, 2024

Data lakes are notoriously complex. For data engineers who battle to build and scale high quality data workflows on the data lake, Starburst powers petabyte-scale SQL analytics fast, at a fraction of the cost of traditional methods, so that you can meet all your data needs ranging from AI to data applications to complete analytics.

Data Lake

Data Lake High Quality Data Data Pipeline Machine Learning

Barking Up The Wrong GPTree: Building Better AI With A Cognitive Approach

Data Engineering Podcast

MAY 5, 2024

Data lakes are notoriously complex. For data engineers who battle to build and scale high quality data workflows on the data lake, Starburst powers petabyte-scale SQL analytics fast, at a fraction of the cost of traditional methods, so that you can meet all your data needs ranging from AI to data applications to complete analytics.

Building

Building Data Lake High Quality Data Machine Learning

Adding Anomaly Detection And Observability To Your dbt Projects Is Elementary

Data Engineering Podcast

MARCH 31, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex. Datafold has recently launched data replication testing, providing ongoing validation for source-to-target replication. Your first 30 days are free!

Project

Project Data Lake High Quality Data Data Workflow

Build Your Second Brain One Piece At A Time

Data Engineering Podcast

APRIL 28, 2024

Data lakes are notoriously complex. For data engineers who battle to build and scale high quality data workflows on the data lake, Starburst powers petabyte-scale SQL analytics fast, at a fraction of the cost of traditional methods, so that you can meet all your data needs ranging from AI to data applications to complete analytics.

Building

Building Data Lake High Quality Data Machine Learning

Reconciling The Data In Your Databases With Datafold

Data Engineering Podcast

MARCH 17, 2024

Summary A significant portion of data workflows involve storing and processing information in database engines. Validating that the information is stored and processed correctly can be complex and time-consuming, especially when the source and destination speak different dialects of SQL. Data lakes are notoriously complex.

Database

Database Data Lake High Quality Data Data Workflow

Designing Data Transfer Systems That Scale

Data Engineering Podcast

DECEMBER 3, 2023

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Introducing RudderStack Profiles. RudderStack Profiles takes the SaaS guesswork and SQL grunt work out of building complete customer profiles so you can quickly ship actionable, enriched data to every downstream team.

Systems

Systems Designing Data Lake SQL

Designing Data Platforms For Fintech Companies

Data Engineering Podcast

DECEMBER 31, 2023

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex. RudderStack Profiles takes the SaaS guesswork and SQL grunt work out of building complete customer profiles so you can quickly ship actionable, enriched data to every downstream team.

Designing

Designing Data Lake High Quality Data SQL

Ship Smarter Not Harder With Declarative And Collaborative Data Orchestration On Dagster+

Data Engineering Podcast

MARCH 24, 2024

Data lakes are notoriously complex. For data engineers who battle to build and scale high quality data workflows on the data lake, Starburst powers petabyte-scale SQL analytics fast, at a fraction of the cost of traditional methods, so that you can meet all your data needs ranging from AI to data applications to complete analytics.

Data Lake

Data Lake High Quality Data Hadoop Data Pipeline

Build A Data Lake For Your Security Logs With Scanner

Data Engineering Podcast

JANUARY 28, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex. Starburst does all of this on an open architecture with first-class support for Apache Iceberg, Delta Lake and Hudi, so you always maintain ownership of your data.

Data Lake

Data Lake Building High Quality Data AWS

Data Sharing Across Business And Platform Boundaries

Data Engineering Podcast

FEBRUARY 11, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex. Starburst does all of this on an open architecture with first-class support for Apache Iceberg, Delta Lake and Hudi, so you always maintain ownership of your data.

Data Lake

Data Lake High Quality Data Government Data Pipeline

Pushing The Limits Of Scalability And User Experience For Data Processing WIth Jignesh Patel

Data Engineering Podcast

JANUARY 7, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex. Starburst does all of this on an open architecture with first-class support for Apache Iceberg, Delta Lake and Hudi, so you always maintain ownership of your data.

Data Process

Data Process Process Data Lake High Quality Data

Adding An Easy Mode For The Modern Data Stack With 5X

Data Engineering Podcast

DECEMBER 17, 2023

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Introducing RudderStack Profiles. RudderStack Profiles takes the SaaS guesswork and SQL grunt work out of building complete customer profiles so you can quickly ship actionable, enriched data to every downstream team.

Data Lake

Data Lake High Quality Data SQL Architecture

Shining Some Light In The Black Box Of PostgreSQL Performance

Data Engineering Podcast

NOVEMBER 5, 2023

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Introducing RudderStack Profiles. RudderStack Profiles takes the SaaS guesswork and SQL grunt work out of building complete customer profiles so you can quickly ship actionable, enriched data to every downstream team.

PostgreSQL

PostgreSQL Data Lake High Quality Data SQL

When And How To Conduct An AI Program

Data Engineering Podcast

MARCH 3, 2024

Data lakes are notoriously complex. For data engineers who battle to build and scale high quality data workflows on the data lake, Starburst powers petabyte-scale SQL analytics fast, at a fraction of the cost of traditional methods, so that you can meet all your data needs ranging from AI to data applications to complete analytics.

Programming

Programming Data Lake High Quality Data Data Pipeline

Find Out About The Technology Behind The Latest PFAD In Analytical Database Development

Data Engineering Podcast

FEBRUARY 25, 2024

Data lakes are notoriously complex. For data engineers who battle to build and scale high quality data workflows on the data lake, Starburst powers petabyte-scale SQL analytics fast, at a fraction of the cost of traditional methods, so that you can meet all your data needs ranging from AI to data applications to complete analytics.

Database

Database Technology Data Lake High Quality Data

Version Your Data Lakehouse Like Your Software With Nessie

Data Engineering Podcast

MARCH 10, 2024

Data lakes are notoriously complex. For data engineers who battle to build and scale high quality data workflows on the data lake, Starburst powers petabyte-scale SQL analytics fast, at a fraction of the cost of traditional methods, so that you can meet all your data needs ranging from AI to data applications to complete analytics.

Data Lake

Data Lake High Quality Data Data Pipeline Architecture

The Evolution of Table Formats

Monte Carlo

MAY 14, 2024

It was designed to support high-volume data exchange and compatibility across different system versions, which is essential for streaming architectures such as Apache Kafka. This development was crucial for enabling both batch and streaming data workflows in dynamic environments, ensuring consistency and durability in big data processing.

Data Lake

Data Lake Metadata Hadoop Data Governance

Addressing The Challenges Of Component Integration In Data Platform Architectures

Data Engineering Podcast

NOVEMBER 26, 2023

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Introducing RudderStack Profiles. RudderStack Profiles takes the SaaS guesswork and SQL grunt work out of building complete customer profiles so you can quickly ship actionable, enriched data to every downstream team.

Architecture

Architecture Data Lake High Quality Data SQL

Enhancing The Abilities Of Software Engineers With Generative AI At Tabnine

Data Engineering Podcast

NOVEMBER 12, 2023

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Introducing RudderStack Profiles. RudderStack Profiles takes the SaaS guesswork and SQL grunt work out of building complete customer profiles so you can quickly ship actionable, enriched data to every downstream team.

Software Engineer

Software Engineer Software Engineering Engineering Data Lake

Modern Customer Data Platform Principles

Data Engineering Podcast

JANUARY 21, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex. Starburst does all of this on an open architecture with first-class support for Apache Iceberg, Delta Lake and Hudi, so you always maintain ownership of your data.

Data Lake

Data Lake High Quality Data NoSQL Data Warehouse

Unlocking Your dbt Projects With Practical Advice For Practitioners

Data Engineering Podcast

NOVEMBER 19, 2023

RudderStack Profiles takes the SaaS guesswork and SQL grunt work out of building complete customer profiles so you can quickly ship actionable, enriched data to every downstream team. It’s the only true SQL streaming database built from the ground up to meet the needs of modern data products. With Materialize, you can!

Project

Project Data Lake High Quality Data SQL

Run Your Own Anomaly Detection For Your Critical Business Metrics With Anomstack

Data Engineering Podcast

DECEMBER 10, 2023

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management You shouldn't have to throw away the database to build with fast-changing data. It’s the only true SQL streaming database built from the ground up to meet the needs of modern data products.

Data Lake

Data Lake High Quality Data SQL Architecture

The DataOps Vendor Landscape, 2021

DataKitchen

APRIL 13, 2021

We have also included vendors for the specific use cases of ModelOps, MLOps, DataGovOps and DataSecOps which apply DataOps principles to machine learning, AI, data governance, and data security operations. . Piperr.io — Pre-built data pipelines across enterprise stakeholders, from IT to analytics, tech, data science and LoBs.

Consulting

Consulting Machine Learning Data Science Data Pipeline

Data Pipeline Architecture Explained: 6 Diagrams and Best Practices

Monte Carlo

JUNE 14, 2023

This is frequently referred to as a 5 or 7 layer (depending on who you ask) data stack like in the image below. Here are some of the most common solutions that are involved in modern data pipelines and the role they play. Data orchestration Airflow : Airflow is the most common data orchestrator used by data teams.

Data Pipeline

Data Pipeline Architecture Data Lake Data Warehouse

Establish A Single Source Of Truth For Your Data Consumers With A Semantic Layer

Data Engineering Podcast

APRIL 7, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management This episode is brought to you by Datafold – a testing automation platform for data engineers that prevents data quality issues from entering every part of your data workflow, from migration to dbt deployment.

Data Lake

Data Lake High Quality Data BI Data Workflow

DataOps: What Is It, Core Principles, and Tools For Implementation

phData: Data Engineering

JANUARY 3, 2022

This allows us to create new versions of our data sets, populate them with data, validate our data, and then redeploy our views on top of that data to use the new version of our data. This helps drive requirements and determines the right validation at the right time for the data.

IT

IT AWS Software Engineer Software Engineering

The Top Data Strategy Influencers and Content Creators on LinkedIn

Databand.ai

DECEMBER 29, 2022

Follow Ravit on LinkedIn 5) Priya Krishnan Head of Product Management, Data and AI at IBM Priya is an innovative, customer-focused, data-driven product executive with over 16 years of experience in global product management, strategy, and GTM roles to commercialize and monetize in-demand enterprise solutions.

BI

BI Consulting Data Science Data Governance

The Modern Data Stack: What It Is, How It Works, Use Cases, and Ways to Implement

AltexSoft

MARCH 14, 2023

As the volume and complexity of data continue to grow, organizations seek faster, more efficient, and cost-effective ways to manage and analyze data. In recent years, cloud-based data warehouses have revolutionized data processing with their advanced massively parallel processing (MPP) capabilities and SQL support.

IT

IT Data Warehouse Data Governance Data Lake

Toward a Data Mesh (part 2) : Architecture & Technologies

Top 10 Azure Data Engineer Job Opportunities in 2024 [Career Options]

Webinars

Trending Sources

Bringing The Power Of The DataHub Real-Time Metadata Graph To Everyone At Acryl Data

Webinars

Top 20 Azure Data Engineering Projects in 2023 [Source Code]

Data Quality Engineer: Skills, Salary, & Tools Required

Tackling Real Time Streaming Data With SQL Using RisingWave

ETL for Snowflake: Why You Need It and How to Get Started

Testing Data Applications is Hard

Designing A Non-Relational Database Engine

Troubleshooting Kafka In Production

Using Trino And Iceberg As The Foundation Of Your Data Lakehouse

Making Email Better With AI At Shortwave

Barking Up The Wrong GPTree: Building Better AI With A Cognitive Approach

Adding Anomaly Detection And Observability To Your dbt Projects Is Elementary

Build Your Second Brain One Piece At A Time

Reconciling The Data In Your Databases With Datafold

Designing Data Transfer Systems That Scale

Designing Data Platforms For Fintech Companies

Ship Smarter Not Harder With Declarative And Collaborative Data Orchestration On Dagster+

Build A Data Lake For Your Security Logs With Scanner

Data Sharing Across Business And Platform Boundaries

Pushing The Limits Of Scalability And User Experience For Data Processing WIth Jignesh Patel

Adding An Easy Mode For The Modern Data Stack With 5X

Shining Some Light In The Black Box Of PostgreSQL Performance

When And How To Conduct An AI Program

Find Out About The Technology Behind The Latest PFAD In Analytical Database Development

Version Your Data Lakehouse Like Your Software With Nessie

The Evolution of Table Formats

Addressing The Challenges Of Component Integration In Data Platform Architectures

Enhancing The Abilities Of Software Engineers With Generative AI At Tabnine

Modern Customer Data Platform Principles

Unlocking Your dbt Projects With Practical Advice For Practitioners

Run Your Own Anomaly Detection For Your Critical Business Metrics With Anomstack

The DataOps Vendor Landscape, 2021

Data Pipeline Architecture Explained: 6 Diagrams and Best Practices

Establish A Single Source Of Truth For Your Data Consumers With A Semantic Layer

DataOps: What Is It, Core Principles, and Tools For Implementation

The Top Data Strategy Influencers and Content Creators on LinkedIn

The Modern Data Stack: What It Is, How It Works, Use Cases, and Ways to Implement

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