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How to Transition from ETL Developer to Data Engineer?

ProjectPro

A traditional ETL developer comes from a software engineering background and typically has deep knowledge of ETL tools like Informatica, IBM DataStage, SSIS, etc. Scripting Languages Although many pre-built ETL tools and solutions are available, each organization has different requirements for data storage.

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The Good and the Bad of Apache Kafka Streaming Platform

AltexSoft

Kafka can continue the list of brand names that became generic terms for the entire type of technology. In this article, we’ll explain why businesses choose Kafka and what problems they face when using it. In this article, we’ll explain why businesses choose Kafka and what problems they face when using it. What is Kafka?

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30+ Data Engineering Projects for Beginners in 2025

ProjectPro

Use Kafka for real-time data ingestion, preprocess with Apache Spark, and store data in Snowflake. The extracted data can be loaded into AWS S3 using various ETL tools or custom scripts. The next step is to transform the data using dbt, a popular data transformation tool that allows for easy data modeling and processing.

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Top 21 Big Data Tools That Empower Data Wizards

ProjectPro

Source Code: Build a Similar Image Finder Top 3 Open Source Big Data Tools This section consists of three leading open-source big data tools- Apache Spark , Apache Hadoop, and Apache Kafka. It provides high-level APIs for R, Python, Java, and Scala. This also boosts Kafka's resilience and prevents server failure.

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5 Key Takeaways from Flink Forward 2023

Cloudera

2: The majority of Flink shops are in earlier phases of maturity We talked to numerous developer teams who had migrated workloads from legacy ETL tools, Kafka streams, Spark streaming, or other tools for the efficiency and speed of Flink. Vendors making claims of being faster than Flink should be viewed with suspicion.

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Practical Guide to Implementing Apache NiFi in Big Data Projects

ProjectPro

Its architecture centers around a Java Virtual Machine (JVM) running on a host operating system, comprising several key components that work together seamlessly. FAQs on Apache NiFi Is Apache NiFi an ETL tool? Yes, Apache NiFi is often used as an ETL (Extract, Transform, Load) tool. What is NiFi vs Kafka?

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Turning Streams Into Data Products

Cloudera

In 2015, Cloudera became one of the first vendors to provide enterprise support for Apache Kafka, which marked the genesis of the Cloudera Stream Processing (CSP) offering. Today, CSP is powered by Apache Flink and Kafka and provides a complete, enterprise-grade stream management and stateful processing solution. Who is affected?

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