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6 Data And Analytics Trends To Prepare For In 2020

Smart Data Collective

There are many reasons why data is being generated so quickly — doubling in size every two years. The birth of IoT and connected devices is just one source, while the need for more reliable real-time data is another. They specifically help shape the industry, altering how business analysts work with data.

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The Rise of Wearable Tech in Healthcare

GAVS Technology

They offer real-time data that enhances patient monitoring, allows for early detection of potential health issues, and supports chronic disease management. The regulations focus on accuracy, data security, and patient safety.

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The 10 Best Airbyte Alternatives In 2024

Astera

Generative AI Support: Airbyte provides access to LLM frameworks and supports vector data to power generative AI applications. Real-time Data Replication: Airbyte supports both full refresh and incremental data synchronization. Custom Data Transformations: Users can create custom transformations through DBT or SQL.

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CDC for ETL Process Optimization in Finance Industry

Astera

However, as data volumes continue to grow and the need for real-time insights increases, banks are pushed to embrace more agile data management strategies. Change data capture (CDC) emerges as a pivotal solution that enables real-time data synchronization and analysis. daily or weekly).

Finance 52
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Can AI Chatbots Help Product Managers Do More With Less?

Insight Software

However, there are risks associated with using ChatGPT, especially for inexperienced users who may overlook limitations related to data, security, and analytics. Moreover, AI chatbots, including ChatGPT, have a significant limitation in that they do not incorporate real-time data or recent historical events.

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Transforming Facilities Management with Data and Analytics: Two Use Cases that Work!

Sisense

A poll during the event showed that 19% of facility management attendees were thinking about analytics, 38% were just getting started or in planning phases, and 19% had implemented analytics already. IT had certain roles to play, including data security, but the project overall was addressed from a business perspective.

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Automated Credit Risk Assessment: How ETL Is Unlocking Better Investments

Astera

Loss Given Default (LGD) : This measures the potential loss to the lender or investor in the event of default by a borrower. Monitoring and Updating Astera allows you to monitor your data warehouse and alert your team if the system fails or produces unexpected results.

Banking 52