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Top 10 Data Pipeline Interview Questions to Read in 2023

Analytics Vidhya

A well-designed data pipeline can help organizations extract valuable insights from their data, automate tedious manual processes, and ensure the accuracy of data processing.

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SAP Datasphere Powers Business at the Speed of Data

Rocket-Powered Data Science

The release of SAP Datasphere was launched and announced globally on March 8, 2023. Datasphere is a data discovery tool with essential functionalities: recommendations, data marketplace, and business content (i.e., incorporates the business context of the data and data products that are being recommended and delivered).

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BMW Cloud Efficiency Analytics powered by Amazon QuickSight and Amazon Athena

AWS Big Data

The dashboards, which offer a holistic view together with a variety of cost and BMW Group-related dimensions, were successfully launched in May 2023 and became accessible to users within the BMW Group. The difference lies in when and where data transformation takes place.

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The importance of data ingestion and integration for enterprise AI

IBM Big Data Hub

ELT tools such as IBM® DataStage® facilitate fast and secure transformations through parallel processing engines. In 2023, the average enterprise receives hundreds of disparate data streams, making efficient and accurate data transformations crucial for traditional and new AI model development.

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Connect your data for faster decisions with AWS

AWS Big Data

Second, organizations still need transformations like cleansing, deduplication, and combining datasets for analysis and machine learning (ML). For these, AWS Glue provides fast, scalable data transformation. We are thrilled to announce that this zero-ETL integration is now generally available.

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Deploy and Scale AI Applications With Cloudera AI Inference Service

Cloudera

By 2023, the focus shifted towards experimentation. Detailed Data and Model Lineage Tracking*: Ensures comprehensive tracking and documentation of data transformations and model lifecycle events, enhancing reproducibility and auditability.

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Cross-account integration between SaaS platforms using Amazon AppFlow

AWS Big Data

The following AWS services are used for data ingestion, processing, and load: Amazon AppFlow is a fully managed integration service that enables you to securely transfer data between SaaS applications like Salesforce, SAP, Marketo, Slack, and ServiceNow, and AWS services like Amazon S3 and Amazon Redshift , in just a few clicks.

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