Remove 2025 Remove Accessible Remove Big Data Tools
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Data Engineering Roadmap, Learning Path,& Career Track 2025

ProjectPro

The first step is to work on cleaning it and eliminating the unwanted information in the dataset so that data analysts and data scientists can use it for analysis. That needs to be done because raw data is painful to read and work with. Knowledge of popular big data tools like Apache Spark, Apache Hadoop, etc.

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Your Step-by-Step Guide to Become a Data Engineer in 2025

ProjectPro

Clive Humby, the renowned mathematician and an entrepreneur in the data science space, rightly highlighted the importance of data with his quote, “Data is the new oil.” ” The International Data Corporation has suggested we accumulate 180 zettabytes of data in 2025.

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Kafka vs RabbitMQ - A Head-to-Head Comparison for 2025

ProjectPro

However, if you're here to choose between Kafka vs. RabbitMQ, we would like to tell you this might not be the right question to ask because each of these big data tools excels with its architectural features, and one can make a decision as to which is the best based on the business use case. What is Kafka?

Kafka 72
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The Ultimate Guide to Getting Started with AWS Athena in 2025

ProjectPro

So many cool features in one tool are likely to lure any big data engineer into heading to the official website of AWS Athena documentation right away. Get FREE Access to Data Analytics Example Codes for Data Cleaning, Data Munging, and Data Visualization What is the need for AWS Athena?

AWS 67
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50+ Azure Data Factory Interview Questions and Answers [2025]

ProjectPro

A report by ResearchAndMarkets projects the global data integration market size to grow from USD 12.24 billion by 2025, at a CAGR of 15.2% This growth is due to the increasing adoption of cloud-based data integration solutions such as Azure Data Factory. Is Azure Data Factory an ETL tool?

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50 PySpark Interview Questions and Answers For 2025

ProjectPro

With the global data volume projected to surge from 120 zettabytes in 2023 to 181 zettabytes by 2025, PySpark's popularity is soaring as it is an essential tool for efficient large scale data processing and analyzing vast datasets. How does PySpark help with Data securtiy and privacy? Is PySpark a Big Data tool?

Hadoop 68
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30+ Data Engineering Projects for Beginners in 2025

ProjectPro

Build your Data Engineer Portfolio with ProjectPro! FAQs on Data Engineering Projects Top 30+ Data Engineering Project Ideas for Beginners with Source Code [2025] We recommend over 20 top data engineering project ideas with an easily understandable architectural workflow covering most industry-required data engineer skills.