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A Deep Dive into the Latest Performance Improvements of Stateful Pipelines in Apache Spark Structured Streaming

databricks

This post is the second part of our two-part series on the latest performance improvements of stateful pipelines. The first part of this.

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Data Engineering Weekly #161

Data Engineering Weekly

GraphRAG significantly improves question-and-answer performance over traditional vector similarity techniques using LLM-generated knowledge graphs for document analysis. The NVIDIA blog on Sovereign AI emphasizes the importance of countries developing artificial intelligence capabilities using local infrastructure, data, and workforce.

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20+ Data Engineering Projects for Beginners with Source Code

ProjectPro

And, out of these professions, this blog will discuss the data engineering job role. Thus, as a learner, your goal should be to work on projects that help you explore structured and unstructured data in different formats. So, work on projects that guide you on how to build end-to-end ETL/ELT data pipelines.

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DataOps: What Is It, Core Principles, and Tools For Implementation

phData: Data Engineering

Most companies begin by using Microsoft Excel , downloading CSV files from a variety of sources in order to clean data, perform analytics, and generate reports. How do I maintain all my data pipelines? Each of these addresses a core functionality that integrates with the incremental development and maintenance structures in your SDLC.

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