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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-engineer-interview-prep/
课程评论：没有评论
**课程名称：** 数据工程师技术面试准备 **课程概述：** 本课程旨在帮助学员为数据工程师（Data Engineer）技术面试做好充分准备，尤其侧重于 FAANG 等科技巨头的面试要求。尽管数据工程师与软件开发工程师在某些方面有重叠，但数据工程师的面试内容独具特色。本课程将聚焦于数据工程师面试中最常出现的主题。 **课程内容：** * **核心概念学习：** 课程将引导学员深入理解数据工程师应掌握的关键概念。 * **面试主题涵盖：** * **问题感知 (Problem Sense)：** 培养分析和理解面试问题的能力。 * **数据建模 (Data Modeling)：** 学习如何设计和优化数据模型。 * **编码实战 (Coding)：** 重点在于使用 Python 和 SQL 解决实际编码问题。 * **实战练习：** * **经典编码题目：** 练习常见的技术面试编码挑战。 * **ETL 相关场景：** 学习如何处理批处理（batch data）和流处理（streaming data），以应对 ETL（Extract, Transform, Load）相关的面试问题。 * **面试技巧：** 课程最后将提供通用面试技巧，帮助学员在整个面试过程中表现出色。 **课程目标：** 帮助学员成功获得 FAANG 公司的数据工程师职位。 **先修要求：** 无强制性先修要求，但具备数据工程师相关工作经验将有所助益。 **目标学员：** 希望进入 FAANG 公司从事数据工程师职位的学生和在职专业人士。
While some companies consider the Data Engineer role to be a subcategory of the Software Development Engineer role, topics covered in Data Engineer technical interviews differ from those covered in Software Development Engineer interviews. This course focuses on those you will most likely encounter during your Data Engineer interview. Data Engineering interviews grew by 40% in 2020 and Data Engineering in general is one of the fastest growing job role. These numbers will likely continue to grow as companies invest in data-driven solutions. What you'll learnIn this course, you will learn how to prepare for the Data Engineer technical interview at FAANG companies. The lectures will guide you through the concepts you should focus on as a Data Engineer and provide you with practice problems after each topic to test your understanding. The course will cover the following topics: Problem Sense, Data Modeling, and Coding. The coding practice problem solutions will be written in SQL and Python. You will practice classic coding problems as well as how to handle batch and streaming data for ETL related interview rounds/questions.The course will conclude with general tips to remember throughout your interview process. Are there any course requirements or prerequisites?There is no prerequisites for this course, however any work experience as a Data Engineer will be helpful.Who this course is for:Students and professionals striving to land a Data Engineer position at a FAANG company.
