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

AltexSoft

In 2010, a transformative concept took root in the realm of data storage and analytics — a data lake. 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. Structured data sources.

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Is the data warehouse going under the data lake?

ProjectPro

Data lake is gaining momentum across various organizations and everyone wants to know how to implement a data lake and why. There are several people writing that data lakes are replacing data warehouses but this is just another technology hype that is coming across the effective use of data.

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Top 14 Big Data Analytics Tools in 2024

Knowledge Hut

Big data tools are used to perform predictive modeling, statistical algorithms and even what-if analyses. Some important big data processing platforms are: Microsoft Azure. Why Is Big Data Analytics Important? Let's check some of the best big data analytics tools and free big data analytics tools.

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Recommender Systems: Behind the Scenes of Machine-Learning-Based Personalization

AltexSoft

line from “Taxi Driver” over and over again but still hate “lame” 2010’s comedies featuring him. Taking into account all the pros and cons, it’s fair to say that content-based filtering models fill the bill when there isn’t enough interaction data. How recommender systems work: data processing phases.

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Hadoop Ecosystem Components and Its Architecture

ProjectPro

In our earlier articles, we have defined “What is Apache Hadoop” To recap, Apache Hadoop is a distributed computing open source framework for storing and processing huge unstructured datasets distributed across different clusters. Table of Contents Big Data Hadoop Training Videos- What is Hadoop and its popular vendors?

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