Data Engineering: From Zero to Hero

所在平台: Udemy

课程主页: https://www.udemy.com/course/data-engineering-from-zero-to-hero/

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课程简介

**课程名称:** 数据工程:从零到英雄 (Data Engineering: From Zero to Hero) **课程概述:** 本课程专为零基础学员设计,带领大家自信而好奇地踏入数据工程领域。无论您是渴望成为数据专业人士、好奇的开发者,还是希望转型的职场人士,本课程都将为您揭示当今技术驱动的世界中数据是如何被收集、转换、存储和使用的。 **您将学到:** * **数据工程的核心概念:** 深入理解数据工程的本质及其关键重要性。 * **数据工程师的角色与技能:** 了解数据工程师的日常工作内容以及所需的必备技能。 * **数据流转与管道:** 掌握数据在组织内如何通过 ETL/ELT 管道进行流动。 * **现代数据栈的关键组件:** 学习数据库、数据湖、数据仓库、编排工具等核心组成部分。 * **数据建模基础:** 掌握星型模式、范式化和反范式化等数据建模技术。 * **数据管道编排的重要性与实践:** 理解数据管道编排的必要性,并学习基本实现方法。 本课程通过清晰的解释和实用的案例,助您构建坚实的数据工程基础,为成为每一个数据驱动型公司的基石做好准备。学完本课程,您将有信心和清晰的思路,深入探索专业工具并开始实践项目。

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课程详情

Step into the world of Data Engineering with confidence and curiosity - no prior experience is required!"Data Engineering: From Zero to Hero" is the perfect starting point for anyone eager to understand how data is collected, transformed, stored, and used in today's tech-driven world.Whether you're an aspiring data professional, a curious developer, or someone trying to switch careers, this course will walk you through the core concepts, tools, and architectures that power data pipelines in modern organizations.In this course, you'll learn:What Data Engineering really is - and why it's crucial todayWhat a Data Engineer does on a daily basis and what kind of skills one needs to haveHow data flows through an organization using ETL/ELT pipelinesKey components of a modern data stack: databases, data lakes, data warehouses, orchestration tools, and moreThe essentials of data modeling, including star schema, normalization, and denormalizationWhy Data Pipelines orchestration is important and the basics of implementing itThis course combines clear explanations with practical examples to help you build a solid foundation in data engineering - the backbone of every data-driven company.By the end of the course, you'll have the confidence and clarity to dive deeper into specialized tools and start exploring hands-on projects.

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