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Data Lake Explained: A Comprehensive Guide to Its Architecture and Use Cases

AltexSoft

The term was coined by James Dixon , Back-End Java, Data, and Business Intelligence Engineer, and it started a new era in how organizations could store, manage, and analyze their data. This article explains what a data lake is, its architecture, and diverse use cases. Video explaining how data streaming works.

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20+ Data Engineering Projects for Beginners with Source Code

ProjectPro

Within no time, most of them are either data scientists already or have set a clear goal to become one. Nevertheless, that is not the only job in the data world. And, out of these professions, this blog will discuss the data engineering job role. This big data project discusses IoT architecture with a sample use case.

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Big Data Analytics: How It Works, Tools, and Real-Life Applications

AltexSoft

Big Data analytics encompasses the processes of collecting, processing, filtering/cleansing, and analyzing extensive datasets so that organizations can use them to develop, grow, and produce better products. Big Data analytics processes and tools. Data ingestion. Data cleansing. Apache Kafka.

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Real-Time Analytics in the World of Virtual Reality and Live Streaming

Rockset

This raw data from the devices needs to be enriched with content metadata and geolocation information before it can be processed and analyzed. For the data analysis part, things are quite different. Most analytics engines require the data to be formatted and structured in a specific schema.