Ascend.io

MAY 24, 2023

of the total GDP in 2021, amounting to $4.3 Split transform components if transformations significantly change the data schema. Future Outlook In the vast and complex world of data, building and managing scalable healthcare data pipelines is an imperative skill for all data engineering professionals.

Healthcare 52

Healthcare Data Pipeline Hospitality Datasets 52

Rockset

OCTOBER 6, 2022

Consequently, we needed a data backend with the following characteristics: Scale With ~50 commits per working day (and thus at least 50 pull request updates per day) and each commit running over one million tests, you can imagine the storage/computation required to upload and process all our data.

AWS 52

AWS Data Schemas Accessible Accessibility 52

Towards Data Science

FEBRUARY 15, 2023

Delta Lake also refuses writes with wrongly formatted data (schema enforcement) and allows for schema evolution. The data covers the period from 2007 up to 2021 and contains various information about the accidents: place, highway, km, latitude and longitude, number of people involved, accident type, and so on.

Data Lake 77

Data Lake Data Warehouse Hadoop Data Architecture 77

Ascend.io

MAY 19, 2023

Repetitive Tasks Automation The post-modern data stack dramatically changes the day-to-day work of data engineers. Research has shown that over 85% of data professionals [DataAware Pulse Surveys 2020 , 2021 , 2022 ] are overwhelmed by time-consuming, manual tasks and are actively seeking automation to free up their schedules.

Data Pipeline 52

Data Pipeline Data Engineering Data Engineer Media 52

Rockset

DECEMBER 9, 2021

In its cover story, the Real-Time Revolution (October 23rd, 2021 edition), the Economist argues: “The world is on the brink of a real-time revolution in economics, as the quality and timeliness of information are transformed. This means monitoring the health of the data and ensuring that it is indeed reliable, becomes even more important.

Transportation 52

Transportation BI SQL Data Warehouse 52

dbt Developer Hub

NOVEMBER 28, 2021

This overall view is interesting - it suggests acceleration in activity across every channel during the summer of 2021, which makes a lot of sense. After about fifteen minutes, I had created a dashboard that shows the evolution of the communities where my colleagues and I do our work.

Raw Data 52

Raw Data Metadata Database Datasets 52

ProjectPro

JANUARY 31, 2023

Everything is about data these days. Data is information, and information is power.” ” Radi, data analyst at CENTOGENE. The Big data market was worth USD 162.6 Billion in 2021 and is likely to reach USD 273.4 Big data enables businesses to get valuable insights into their products or services.

Big Data 52

Big Data Hadoop AWS Relational Database 52

ProjectPro

AUGUST 21, 2015

Hadoop vs RDBMS Criteria Hadoop RDBMS Datatypes Processes semi-structured and unstructured data. Processes structured data. Schema Schema on Read Schema on Write Best Fit for Applications Data discovery and Massive Storage/Processing of Unstructured data. are all examples of unstructured data.

Hadoop 40

Hadoop Big Data Metadata Java 40