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10+ Top Data Pipeline Tools to Streamline Your Data Journey

ProjectPro

Open Source Data Pipeline Tools Open-source data pipeline tools are pivotal in data engineering, offering organizations flexible and scalable solutions for managing the end-to-end data workflow. Google Cloud Composer Google Cloud Composer is a fully managed workflow orchestration service built on Apache Airflow.

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30+ Data Engineering Projects for Beginners in 2025

ProjectPro

1) Build an Uber Data Analytics Dashboard This data engineering project idea revolves around analyzing Uber ride data to visualize trends and generate actionable insights. Project Idea : Build a data pipeline to ingest data from APIs like CoinGecko or Kaggle’s crypto datasets.

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Data Engineering Zoomcamp – Data Ingestion (Week 2)

Hepta Analytics

DE Zoomcamp 2.2.1 – Introduction to Workflow Orchestration Following last weeks blog , we move to data ingestion. We already had a script that downloaded a csv file, processed the data and pushed the data to postgres database. This week, we got to think about our data ingestion design.

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How To Build A Batch Data Pipeline?

ProjectPro

Apache NiFi Apache NiFi is a commonly used open-source data integration tool for data routing, transformation, and system mediation. NiFi's user-friendly interface allows users to design complex data flows effortlessly, making it an excellent choice for data ingestion and routing tasks.

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7 GCP Data Engineering Tools Every Data Engineer Must Know

ProjectPro

Dataprep's cutting-edge profiling tools enable the dynamic, simple ingestion of significant statistical data. Gain expertise in big data tools and frameworks with exciting big data projects for students. It runs on Python and is based on the Apache Airflow open-source project. PREVIOUS NEXT <

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Complete Guide to Data Transformation: Basics to Advanced

Ascend.io

Tools like Python’s requests library or ETL/ELT tools can facilitate data enrichment by automating the retrieval and merging of external data. Read More: Discover how to build a data pipeline in 6 steps Data Integration Data integration involves combining data from different sources into a single, unified view.

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Microsoft Fabric - All-in-one AI-Powered Analytics Solution

ProjectPro

OneLake's hierarchical structure simplifies data management across organizations, providing a unified namespace that spans users, regions, and clouds. Microsoft Fabric Use Cases Microsoft Fabric is a transformative solution for industry leaders to streamline data analytics processes and enhance efficiency.