Data Pipeline and Data Workflow - Data Engineering Digest

A Guide to Data Pipelines (And How to Design One From Scratch)

Striim

SEPTEMBER 11, 2024

Data pipelines are the backbone of your business’s data architecture. Implementing a robust and scalable pipeline ensures you can effectively manage, analyze, and organize your growing data. We’ll answer the question, “What are data pipelines?” Table of Contents What are Data Pipelines?

Data Pipeline

Data Pipeline Designing Data Lake Data Warehouse

Snowflake’s New Python API Empowers Data Engineers to Build Modern Data Pipelines with Ease

Snowflake

APRIL 17, 2024

Since the previous Python connector API mostly communicated via SQL, it also hindered the ability to manage Snowflake objects natively in Python, restricting data pipeline efficiency and the ability to complete complex tasks. To get started, explore the comprehensive API documentation , which will guide you through every step.

Data Pipeline

Data Pipeline Python Data Engineering Data Engineer

New Fivetran connector streamlines data workflows for real-time insights

ThoughtSpot

SEPTEMBER 6, 2023

Those coveted insights live at the end of a process lovingly known as the data pipeline. The pathway from ETL to actionable analytics can often feel disconnected and cumbersome, leading to frustration for data teams and long wait times for business users.

Data Workflow

Data Workflow Raw Data Data Lake Business Intelligence

Webinars

Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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Building Data Pipelines That Run From Source To Analysis And Activation With Hevo Data

Data Engineering Podcast

SEPTEMBER 11, 2022

Building reliable data pipelines is a complex and costly undertaking with many layered requirements. In order to reduce the amount of time and effort required to build pipelines that power critical insights Manish Jethani co-founded Hevo Data. Data stacks are becoming more and more complex.

Data Pipeline

Data Pipeline Building MongoDB Scala

4 Ways to Tackle Data Pipeline Optimization

Monte Carlo

FEBRUARY 8, 2024

Just as a watchmaker meticulously adjusts every tiny gear and spring in harmonious synchrony for flawless performance, modern data pipeline optimization requires a similar level of finesse and attention to detail. Learn how cost, processing speed, resilience, and data quality all contribute to effective data pipeline optimization.

Data Pipeline

Data Pipeline AWS Datasets Data

What Is Data Pipeline Automation?

Ascend.io

MARCH 17, 2023

These engineering functions are almost exclusively concerned with data pipelines, spanning ingestion, transformation, orchestration, and observation — all the way to data product delivery to the business tools and downstream applications. Pipelines need to grow faster than the cost to run them.

Data Pipeline

Data Pipeline Datasets Data Software Engineer

What Is Data Pipeline Automation?

Ascend.io

MARCH 17, 2023

These engineering functions are almost exclusively concerned with data pipelines, spanning ingestion, transformation, orchestration, and observation — all the way to data product delivery to the business tools and downstream applications. Pipelines need to grow faster than the cost to run them.

Data Pipeline

Data Pipeline Datasets Data Software Engineer

Why You Shouldn’t Use Notebooks for Production Data Pipelines

Ascend.io

AUGUST 18, 2023

This not only jeopardizes the integrity and robustness of production environments but also compounds challenges for both data scientists and engineers. This article delves into the reasons behind our assertion: data science notebooks are not your best choice for production data pipelines. What Are Jupyter Notebooks?

Data Pipeline

Data Pipeline Programming Language Data Science Coding

Making Data Pipelines Self-Serve For Everyone With Shipyard

Data Engineering Podcast

JUNE 1, 2021

Summary Every part of the business relies on data, yet only a small team has the context and expertise to build and maintain workflows and data pipelines to transform, clean, and integrate it. RudderStack’s smart customer data pipeline is warehouse-first. task-based, data assets, etc.)

Data Pipeline

Data Pipeline Data Warehouse Data Data Engineering

Data Pipeline vs. ETL: Which Delivers More Value?

Ascend.io

MAY 31, 2023

In the modern world of data engineering, two concepts often find themselves in a semantic tug-of-war: data pipeline and ETL. Fast forward to the present day, and we now have data pipelines. Data Ingestion Data ingestion is the first step of both ETL and data pipelines.

Data Pipeline

Data Pipeline ETL Tools Pipeline-centric Data Warehouse

Data pipeline asset management with Dataflow

Netflix Tech

FEBRUARY 9, 2022

JAR) form to be executed as part of the user defined data pipeline. data pipeline ?—?a DAG) for the purpose of transforming data using some business logic. Netflix homegrown CLI tool for data pipeline management. workflow ?—?see SQL) or compiled (e.g. Dataflow ?—?Netflix namespace ?

Data Pipeline

Data Pipeline Management Scala Python

Data Pipeline Architecture Explained: 6 Diagrams and Best Practices

Monte Carlo

JUNE 14, 2023

In this post, we will help you quickly level up your overall knowledge of data pipeline architecture by reviewing: Table of Contents What is data pipeline architecture? Why is data pipeline architecture important? What is data pipeline architecture? Why is data pipeline architecture important?

Data Pipeline

Data Pipeline Architecture Data Lake Data Warehouse

Build vs Buy Data Pipeline Guide

Monte Carlo

APRIL 24, 2023

Build vs buy orchestration tooling Unlike the other components we’ve discussed in Part 3, data pipelines don’t require orchestration to be considered functional—at least not at a foundational level. And data orchestration tools are generally easy to stand-up for initial use-cases. Missed Nishith’s 5 considerations?

Data Pipeline

Data Pipeline Building Data Ingestion BI

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

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

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. Dagster offers a new approach to building and running data platforms and data pipelines. Your first 30 days are free!

Project

Project Data Lake High Quality Data Data Workflow

Zenlytic Is Building You A Better Coworker With AI Agents

Data Engineering Podcast

MAY 18, 2024

Data lakes are notoriously complex. For data engineers who battle to build and scale high quality data workflows on the data lake, Starburst is an end-to-end data lakehouse platform built on Trino, the query engine Apache Iceberg was designed for, with complete support for all table formats including Apache Iceberg, Hive, and Delta Lake.

Building

Building Data Lake High Quality Data Business Intelligence

Making Email Better With AI At Shortwave

Data Engineering Podcast

APRIL 21, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Dagster offers a new approach to building and running data platforms and data pipelines. Data lakes are notoriously complex. Data lakes are notoriously complex. Your first 30 days are free!

Data Lake

Data Lake High Quality Data Data Pipeline Machine Learning

Using Trino And Iceberg As The Foundation Of Your Data Lakehouse

Data Engineering Podcast

FEBRUARY 18, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Dagster offers a new approach to building and running data platforms and data pipelines. Data lakes are notoriously complex. Data lakes are notoriously complex. Your first 30 days are free!

Data Lake

Data Lake High Quality Data Data Warehouse Google Cloud

Stitching Together Enterprise Analytics With Microsoft Fabric

Data Engineering Podcast

JUNE 23, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex.

Data Lake

Data Lake High Quality Data Hadoop Machine Learning

Being Data Driven At Stripe With Trino And Iceberg

Data Engineering Podcast

JUNE 16, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex.

Data Lake

Data Lake High Quality Data Metadata 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. In this episode Gleb Mezhanskiy, founder and CEO of Datafold, discusses the different error conditions and solutions that you need to know about to ensure the accuracy of your data. Data lakes are notoriously complex.

Database

Database Data Lake High Quality Data Data Workflow

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

Data Engineering Podcast

MARCH 24, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Dagster offers a new approach to building and running data platforms and data pipelines. Data lakes are notoriously complex. Data lakes are notoriously complex. Your first 30 days are free!

Data Lake

Data Lake High Quality Data Hadoop Data Pipeline

Build Your Second Brain One Piece At A Time

Data Engineering Podcast

APRIL 28, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Dagster offers a new approach to building and running data platforms and data pipelines. Data lakes are notoriously complex. Data lakes are notoriously complex. Your first 30 days are free!

Building

Building Data Lake High Quality Data Machine Learning

Tackling Real Time Streaming Data With SQL Using RisingWave

Data Engineering Podcast

FEBRUARY 4, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex. Dagster offers a new approach to building and running data platforms and data pipelines.

SQL

SQL Data Lake High Quality Data Data Pipeline

Designing Data Transfer Systems That Scale

Data Engineering Podcast

DECEMBER 3, 2023

Summary The first step of data pipelines is to move the data to a place where you can process and prepare it for its eventual purpose. Data transfer systems are a critical component of data enablement, and building them to support large volumes of information is a complex endeavor. Datafold : ![Datafold]([link]

Systems

Systems Designing Data Lake SQL

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

Data Engineering Podcast

MAY 5, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Dagster offers a new approach to building and running data platforms and data pipelines. Data lakes are notoriously complex. Data lakes are notoriously complex. Your first 30 days are free!

Building

Building Data Lake High Quality Data Machine Learning

Airflow Alternatives for Data Orchestration

Analytics Vidhya

AUGUST 7, 2024

Introduction Apache Airflow is a crucial component in data orchestration and is known for its capability to handle intricate workflows and automate data pipelines. Many organizations have chosen it due to its flexibility and strong scheduling capabilities.

Data Pipeline

Data Pipeline Data Process Data Workflow

Introducing Snowflake Notebooks, an End-to-End Interactive Environment for Data & AI Teams

Snowflake

JUNE 6, 2024

Faster, easier AI/ML and data engineering workflows Explore, analyze and visualize data using Python and SQL. Discover valuable business insights through exploratory data analysis. Develop scalable data pipelines and transformations for data engineering.

SQL

SQL Python Machine Learning Data Workflow

Data Ops: Transforming the Way We Handle Data

Ascend.io

JULY 3, 2024

This methodology emphasizes automation, collaboration, and continuous improvement, ensuring faster, more reliable data workflows. With data workflows growing in scale and complexity, data teams often struggle to keep up with the increasing volume, variety, and velocity of data. Let’s dive in!

Data Workflow

Data Workflow Data Pipeline Data Data Engineering

Deploying AI to Enhance Data Quality and Reliability

Ascend.io

SEPTEMBER 6, 2024

AI-driven data quality workflows deploy machine learning to automate data cleansing, detect anomalies, and validate data. Integrating AI into data workflows ensures reliable data and enables smarter business decisions. Data quality is the backbone of successful data engineering projects.

Data Cleanse

Data Cleanse Data Workflow Data Pipeline Machine Learning

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. Dagster offers a new approach to building and running data platforms and data pipelines.

Data Lake

Data Lake High Quality Data Government Data Pipeline

Improve Data Quality Through Engineering Rigor And Business Engagement With Synq

Data Engineering Podcast

JUNE 30, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex.

Pipeline-centric

Pipeline-centric Engineering Data Lake High Quality Data

Release Management For Data Platform Services And Logic

Data Engineering Podcast

MAY 12, 2024

Data lakes are notoriously complex. For data engineers who battle to build and scale high quality data workflows on the data lake, Starburst is an end-to-end data lakehouse platform built on Trino, the query engine Apache Iceberg was designed for, with complete support for all table formats including Apache Iceberg, Hive, and Delta Lake.

Management

Management Data Lake High Quality Data Machine Learning

X-Ray Vision For Your Flink Stream Processing With Datorios

Data Engineering Podcast

JUNE 9, 2024

Data lakes are notoriously complex. For data engineers who battle to build and scale high quality data workflows on the data lake, Starburst is an end-to-end data lakehouse platform built on Trino, the query engine Apache Iceberg was designed for, with complete support for all table formats including Apache Iceberg, Hive, and Delta Lake.

Process

Process Data Lake High Quality Data Machine Learning

Airflow vs Azure Data Factory: Guide to Choose the Right Tool

Hevo

SEPTEMBER 1, 2024

Managing and orchestrating data workflows efficiently is crucial in today’s data-driven world. As the amount of data constantly increases with each passing day, so does the complexity of the pipelines handling such data processes.

Data Workflow

Data Workflow Data Pipeline Data Data Process

Airbyte vs Airflow: Which Tool Should You Choose in 2024?

Hevo

AUGUST 22, 2024

In the world of data engineering, the choice of tools can significantly impact the efficiency and scalability of your data workflows. Both tools serve distinct purposes but often get compared due to their roles in managing data pipelines. Two popular options are Airbyte and Apache Airflow.

Data Workflow

Data Workflow Data Pipeline Data Engineering Data Engineer

When And How To Conduct An AI Program

Data Engineering Podcast

MARCH 3, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Dagster offers a new approach to building and running data platforms and data pipelines. Data lakes are notoriously complex. Data lakes are notoriously complex. Your first 30 days are free!

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

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Dagster offers a new approach to building and running data platforms and data pipelines. Data lakes are notoriously complex. Data lakes are notoriously complex. Your first 30 days are free!

Database

Database Technology Data Lake High Quality Data

Practical First Steps In Data Governance For Long Term Success

Data Engineering Podcast

JUNE 2, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex.

Data Governance

Data Governance Government Data Lake High Quality Data

Version Your Data Lakehouse Like Your Software With Nessie

Data Engineering Podcast

MARCH 10, 2024

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Dagster offers a new approach to building and running data platforms and data pipelines. Data lakes are notoriously complex. Data lakes are notoriously complex. Your first 30 days are free!

Data Lake

Data Lake High Quality Data Data Pipeline Architecture

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. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex.

Data Process

Data Process Process Data Lake High Quality Data

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. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex.

Data Lake

Data Lake Building High Quality Data AWS

Troubleshooting Kafka In Production

Data Engineering Podcast

DECEMBER 24, 2023

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.

Kafka

Kafka Data Lake High Quality Data SQL

A Guide to Data Pipelines (And How to Design One From Scratch)

Snowflake’s New Python API Empowers Data Engineers to Build Modern Data Pipelines with Ease

Webinars

Trending Sources

New Fivetran connector streamlines data workflows for real-time insights

Webinars

Building Data Pipelines That Run From Source To Analysis And Activation With Hevo Data

4 Ways to Tackle Data Pipeline Optimization

What Is Data Pipeline Automation?

What Is Data Pipeline Automation?

Why You Shouldn’t Use Notebooks for Production Data Pipelines

Making Data Pipelines Self-Serve For Everyone With Shipyard

Data Pipeline vs. ETL: Which Delivers More Value?

Data pipeline asset management with Dataflow

Data Pipeline Architecture Explained: 6 Diagrams and Best Practices

Build vs Buy Data Pipeline Guide

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

Designing A Non-Relational Database Engine

Adding Anomaly Detection And Observability To Your dbt Projects Is Elementary

Zenlytic Is Building You A Better Coworker With AI Agents

Making Email Better With AI At Shortwave

Using Trino And Iceberg As The Foundation Of Your Data Lakehouse

Stitching Together Enterprise Analytics With Microsoft Fabric

Being Data Driven At Stripe With Trino And Iceberg

Reconciling The Data In Your Databases With Datafold

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

Build Your Second Brain One Piece At A Time

Tackling Real Time Streaming Data With SQL Using RisingWave

Designing Data Transfer Systems That Scale

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

Airflow Alternatives for Data Orchestration

Introducing Snowflake Notebooks, an End-to-End Interactive Environment for Data & AI Teams

Data Ops: Transforming the Way We Handle Data

Deploying AI to Enhance Data Quality and Reliability

Data Sharing Across Business And Platform Boundaries

Improve Data Quality Through Engineering Rigor And Business Engagement With Synq

Release Management For Data Platform Services And Logic

X-Ray Vision For Your Flink Stream Processing With Datorios

Airflow vs Azure Data Factory: Guide to Choose the Right Tool

Airbyte vs Airflow: Which Tool Should You Choose in 2024?

When And How To Conduct An AI Program

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

Practical First Steps In Data Governance For Long Term Success

Version Your Data Lakehouse Like Your Software With Nessie

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

Build A Data Lake For Your Security Logs With Scanner

Troubleshooting Kafka In Production

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