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How to Leverage Machine Learning to Identify Data Errors in a Data Lake

Dataversity

A data lake becomes a data swamp in the absence of comprehensive data quality validation and does not offer a clear link to value creation. Organizations are rapidly adopting the cloud data lake as the data lake of choice, and the need for validating data in real time has become critical.

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How to Run Successful Predictive Analytics Project for your Business

Marutitech

With the expanding pace of digital changes in business, most analysts are increasingly asking, “What more can we do with data to assist business decisions?” Adopting data analytics solutions is a significant milestone in the development and success of any business. How to Run a Successful Predictive Analytics Project.

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What is a Data Pipeline?

Astera

Data pipelines are a fundamental element in today’s technology landscape, providing seamless data movement and valuable insights for businesses. In this article, we will explore the concept of data pipelines, their key components, and the various use cases and benefits they offer. What is a Data Pipeline?

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What is ETL? – Extract, Transform, Load Explained

Astera

It’s one of many ways organizations integrate their data for business intelligence (BI) and various other needs, such as storage, data analytics, machine learning (ML) , etc. ETL provides organizations with a  single source of truth  (SSOT) necessary for accurate data analysis.

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How to Build a Data Pipeline: A Step-by-Step Guide

Astera

Data plays a significant role in business growth and digital initiatives for approximately 94% of enterprises. However, the full potential of these data assets often remains untapped, primarily due to the scattered nature of the data. They enable organizations to derive maximum value from their data assets.

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Data Quality Tools: Top 8 for 2023 & Beyond

Astera

While data volume is increasing at an unprecedented rate today, more data doesnt always translate into better insights. What matters is how accurate, complete and reliable that data. Data quality tools make it easier for you to deal with the challenges of moder data: volume and velocity.

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What Is AWS Kinesis? From Basics to Advanced

Whizlabs

AWS Kinesis is one of the most popular data streaming and analytics solutions in the present. Learn more about the components and uses of Amazon Kinesis now! Data streaming is one of the most important requirements for businesses in the present times for various reasons. What is Amazon Kinesis? Components of AWS Kinesis.