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.

Pipeline-centric 52

Pipeline-centric Database-centric Data Ingestion Data Pipeline 52

Snowflake

DECEMBER 19, 2023

It’s a potentially cumbersome and time-consuming process that too often requires moving or sharing access to sensitive customer data. Sometimes they need feedback on touchpoints very quickly, while other pipelines don’t need as much acceleration. One conversation quickly coming to the forefront is first-party data.

Building 81

Building Pipeline-centric Database-centric Digital Media 81

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.

Database-centric 81

Database-centric Metadata MongoDB Pipeline-centric 81

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. There need to be precise access controls and guardrails for data quality.

Database-centric 52

Database-centric Pipeline-centric NoSQL High Quality Data 52

The Modern Data Company

DECEMBER 29, 2022

Many of Deloitte’s Predictions Will Require Access to Real-time Data Analysis The report lists several areas where consumer demand will shift banking products. This means moving beyond product-centric thinking to a data-driven customer experience model that’s consistent across all channels.

Banking 52

Banking Pipeline-centric Building Finance 52

Knowledge Hut

MARCH 19, 2024

When all developers access a centralised codebase with task tracking, code review capacities, annotated editing, it removes so much friction from team coordination. Empowers experimentation: Developers should have admin access to install new languages, libraries, frameworks without facing barriers by IT.

Pipeline-centric 52

Pipeline-centric Database-centric Software Engineer Software Engineering 52

Knowledge Hut

SEPTEMBER 29, 2023

Setting up a CI/CD pipeline or managing the backlog seemed straightforward. Jenkins vs Azure DevOps: Platform Support With Jenkins' agent-centric model, builds and deployments across multiple platforms were feasible. Creating the Pipeline: Navigate to 'Pipelines' > 'Create Pipeline'.

Pipeline-centric 52

Pipeline-centric Cloud Coding Project 52

Snowflake

JUNE 28, 2023

To make it even easier and secure for customers to take advantage of leading LLMs, Snowpark Container Services can be used as part of a Snowflake Native App , so customers will be able to get direct access to leading LLMs via the Snowflake Marketplace and installed to run entirely in their Snowflake accounts. Read this blog.

Pipeline-centric 75

Pipeline-centric Unstructured Data Government Data 75

François Nguyen

MARCH 22, 2021

You are starting to be an operation or technology centric data team. How to build Data Products or never call me Data Pipeline any more You have this interesting schema in her second article on Data Mesh by Zhamak Dehghani : “Data mesh introduces the concept of data product as its architectural quantum.

Architecture 130

Architecture Technology Google Cloud Metadata 130

Ascend.io

APRIL 27, 2023

Going into the Data Pipeline Automation Summit 2023, we were thrilled to connect with our customers and partners and share the innovations we’ve been working on at Ascend. The summit explored the future of data pipeline automation and the endless possibilities it presents.

Data Pipeline 52

Data Pipeline Pipeline-centric Data Validation Data Engineering 52

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

Knowledge Hut

DECEMBER 26, 2023

Data Engineering is typically a software engineering role that focuses deeply on data – namely, data workflows, data pipelines, and the ETL (Extract, Transform, Load) process. These data have been accessible to us because of the advanced and latest technologies which are used in the collection of data.

Data Engineering 98

Data Engineering Data Engineer Engineering Pipeline-centric 98

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

Towards Data Science

MAY 19, 2023

Business users are unable to find and access data assets critical to their workflows. Data engineers spend countless hours troubleshooting broken pipelines. There is a lot of value to be gained from having data engineers focus on revenue-generating activities rather than troubleshooting data pipeline issues. Siloed Data.

Pipeline-centric 105

Pipeline-centric Data Software Engineer Software Engineering 105

Snowflake

AUGUST 21, 2023

The four data mesh principles Fundamentally, data mesh architectures are built on four core principles: Domain-centric ownership and architecture: The teams that work within/most closely with each respective domain are responsible for its functionality and upkeep. Still, implementing this new architecture was not without its challenges.

Pipeline-centric 52

Pipeline-centric Architecture Government Data Architect 52

Snowflake

JUNE 28, 2023

Integrating with APIs and endpoints in a secure way is now possible with external network access, now in private preview. Simplified streaming pipelines in Snowflake We are expanding our streaming capabilities with Dynamic Tables (public preview). We also announced the private preview of Snowflake CLI.

Pipeline-centric 57

Pipeline-centric Programming Language Python Government 57

Knowledge Hut

FEBRUARY 27, 2023

Data engineering is all about building, designing, and optimizing systems for acquiring, storing, accessing, and analyzing data at scale. Data engineering builds data pipelines for core professionals like data scientists, consumers, and data-centric applications. What is Data Engineering?

Data Engineering 52

Data Engineering Data Engineer Database-centric Pipeline-centric 52

Knowledge Hut

FEBRUARY 6, 2024

Everyone on the team should, at the very least, be able to access test servers, logs, tools, source code, production builds, and postmortem reports whenever they need them. To deliver software more quickly and frequently, speed up your development pipeline. It consists of two pipelines: a CI pipeline and a continuous testing pipeline.

Pipeline-centric 52

Pipeline-centric Database-centric Coding Consulting 52

Cloudera

OCTOBER 17, 2023

Use cases such as fraud monitoring, real-time supply chain insight, IoT-enabled fleet operations, real-time customer intent, and modernizing analytics pipelines are driving development activity. Cloudera does this via materialized views that are accessible via API. Operationalizing python for real-time ML pipelines was a hot topic.

Database-centric 77

Database-centric Kafka Pipeline-centric Database 77

Data Engineering Podcast

APRIL 7, 2019

Summary How much time do you spend maintaining your data pipeline? Managing and auditing access to your servers and databases is a problem that grows in difficulty alongside the growth of your teams. How does the data-centric approach of DataCoral differ from the way that other platforms think about processing information?

Data Pipeline 100

Data Pipeline Pipeline-centric Database-centric AWS 100

Ascend.io

JUNE 21, 2023

Risk Reduction : Data-centric decision-making can also contribute to risk reduction. In the case of data products, these are networks of data pipelines, which makes them an integral part of your modern operational machinery. Let’s begin by looking at the costs of your data pipeline networks in aggregate.

Pipeline-centric 52

Pipeline-centric Data Pipeline Metadata Data 52

Data Engineering Weekly

JANUARY 8, 2023

Data Engineering Weekly Is Brought to You by RudderStack RudderStack provides data pipelines that make it easy to collect data from every application, website, and SaaS platform, then activate it in your warehouse and business tools. Pipelines for data in motion can quickly turn into DAG hell. Sign up free to test out the tool today.

Data Engineering 40

Data Engineering Data Engineer Engineering Pipeline-centric 40

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. However, they are not just an upgraded version of ETL.

Data Pipeline 52

Data Pipeline ETL Tools Pipeline-centric Data Warehouse 52

Dataquest

JANUARY 25, 2017

A data scientist is only as good as the data they have access to. This is where data engineers come in — they build pipelines that transform that data into formats that data scientists can use. Your users have an app on their device through which they access your service. Server analytics logs Server access logs.

Data Engineering 52

Data Engineering Data Engineer Pipeline-centric Database-centric 52

DareData

JULY 29, 2020

One paper suggests that there is a need for a re-orientation of the healthcare industry to be more "patient-centric". Furthermore, clean and accessible data, along with data driven automations, can assist medical professionals in taking this patient-centric approach by freeing them from some time-consuming processes.

Healthcare 52

Healthcare Data Pipeline Medical Pipeline-centric 52

Cloudera

SEPTEMBER 17, 2020

For modern data engineers using Apache Spark, DE offers an all-inclusive toolset that enables data pipeline orchestration, automation, advanced monitoring, visual troubleshooting, and a comprehensive management toolset for streamlining ETL processes and making complex data actionable across your analytic teams. Job Deployment Made Simple.

Data Pipeline 103

Data Pipeline Data Engineering Data Engineer Engineering 103

Data Engineering Weekly

APRIL 16, 2023

Data Engineering Weekly Is Brought to You by RudderStack RudderStack provides data pipelines that make collecting data from every application, website, and SaaS platform easy, then activating it in your warehouse and business tools. Analytical Engineering is the role often quoted for data engineers who do Accessible Analytics.

Data Engineering 52

Data Engineering Data Engineer Engineering Pipeline-centric 52

Knowledge Hut

NOVEMBER 17, 2023

Becoming an Azure Data Engineer in this data-centric landscape is a promising career choice. The main duties of an Azure Data Engineer are planning, developing, deploying, and managing the data pipelines. Master data integration techniques, ETL processes, and data pipeline orchestration using tools like Azure Data Factory.

Data Engineering 52

Data Engineering Data Engineer Engineering Scala 52

Lyft Engineering

APRIL 3, 2023

Specifically, Lyft’s in-house distributed hyperparameter optimization pipeline is used for the majority of its business critical models. That said, in 2020, Lyft moved towards a more user centric approach — preselecting a user’s most frequently used mode. Screenshots are illustrative. May not capture the current experience.

Systems 87

Systems Pipeline-centric Machine Learning Transportation 87

Databand.ai

JULY 19, 2023

Notable Data Lineage Tools and Solutions Let’s take a look at several notable data lineage tools that can improve the quality and efficiency of your data pipeline. One of the unique features of Atlan is its human-centric design. This helps to enhance data quality, facilitate data governance, and enable regulatory compliance.

Pipeline-centric 52

Pipeline-centric Data Governance Metadata Government 52

DataKitchen

NOVEMBER 4, 2021

DataOps is an open, secure platform that enables anyone granted permission to access data and update the processes and workflows that operate on data. Open, secure platform for anyone to: Access data and analytics. It’s about deploying pipelines at scale across a large number of people and spanning a multitude of toolchains.

Process 98

Process Data Process Pharmaceutical Data Lake 98

Knowledge Hut

SEPTEMBER 26, 2023

This cloud-centric approach ensures scalability, flexibility, and cost-efficiency for your data workloads. It provides the infrastructure necessary for efficient data storage and management, enabling you to store and access large volumes of data reliably. Databricks is renowned for its streamlined developer experience.

Data Lake 52

Data Lake Database-centric Pipeline-centric Machine Learning 52

Knowledge Hut

FEBRUARY 6, 2024

Cloud Instead of using your own hard drive, the cloud is a way to store or access your data online. Nowadays, everything is getting migrated to the cloud and may be kept there as well as executed on it or accessed from it. Some of the most popular deployment tools are Azure DevOps Pipelines , Digital.ai

Pipeline-centric 52

Pipeline-centric Database-centric AWS Manufacturing 52

Monte Carlo

JANUARY 23, 2024

Gen AI can whip up serviceable code in moments — making it much faster to build and test data pipelines. As the machine became smarter with the next generation of data access, we flattened everything to features and columns. Can I see the pipeline? Those who don’t embrace it will be left behind. What is the lineage?

Pipeline-centric 52

Pipeline-centric Database-centric Metadata Unstructured Data 52

Pinterest Engineering

OCTOBER 31, 2023

At Pinterest, we are evolving our compute platform to provide an application-centric and fully managed compute API for the 90th percentile of use cases. Figure 1: High Level Architecture of PinCompute Users access the platform via Compute APIs to perform operations on their workloads.

Architecture 96

Architecture Pipeline-centric Accessible Accessibility 96

Monte Carlo

AUGUST 2, 2022

As my fellow data engineering leaders can attest, it is much easier to scale data pipelines than to scale organizational change. For example, I anticipate each domain growing and maturing at very different paces because their workflows are more or less data centric. They will be staffed accordingly.

Pipeline-centric 52

Pipeline-centric Government Finance Data 52

Grouparoo

OCTOBER 6, 2021

This provided a nice overview of the breadth of topics that are relevant to data engineering including data warehouses/lakes, pipelines, metadata, security, compliance, quality, and working with other teams. 7 Be Intentional About the Batching Model in Your Data Pipelines Different batching models. Test system with A/A test.

Data Engineering 52

Data Engineering Data Engineer Engineering Pipeline-centric 52