Testing and Monitoring Data Pipelines: Part Two
Dataversity
JUNE 19, 2023
In part one of this article, we discussed how data testing can specifically test a data object (e.g., table, column, metadata) at one particular point in the data pipeline.
Dataversity
JUNE 19, 2023
In part one of this article, we discussed how data testing can specifically test a data object (e.g., table, column, metadata) at one particular point in the data pipeline.
Data Science Dojo
JULY 6, 2023
Data engineering tools are software applications or frameworks specifically designed to facilitate the process of managing, processing, and transforming large volumes of data. Spark offers a rich set of libraries for data processing, machine learning, graph processing, and stream processing.
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
Pickl AI
JULY 25, 2023
Data engineers are essential professionals responsible for designing, constructing, and maintaining an organization’s data infrastructure. They create data pipelines, ETL processes, and databases to facilitate smooth data flow and storage. Big Data Processing: Apache Hadoop, Apache Spark, etc.
Iguazio
FEBRUARY 20, 2024
This includes management vision and strategy, resource commitment, data and tech and operating model alignment, robust risk management and change management. The required architecture includes a data pipeline, ML pipeline, application pipeline and a multi-stage pipeline. Read more here.
Alation
AUGUST 3, 2021
It brings together business users, data scientists , data analysts, IT, and application developers to fulfill the business need for insights. DataOps then works to continuously improve and adjust data models, visualizations, reports, and dashboards to achieve business goals. The Agile Connection.
Pickl AI
JULY 3, 2023
It is the process of converting raw data into relevant and practical knowledge to help evaluate the performance of businesses, discover trends, and make well-informed choices. Data gathering, data integration, data modelling, analysis of information, and data visualization are all part of intelligence for businesses.
IBM Journey to AI blog
JANUARY 5, 2023
What does a modern data architecture do for your business? A modern data architecture like Data Mesh and Data Fabric aims to easily connect new data sources and accelerate development of use case specific data pipelines across on-premises, hybrid and multicloud environments.
Let's personalize your content