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所在平台: Udemy |
课程主页: https://www.udemy.com/course/spark-essentials/
课程评论：没有评论
课程名称：Apache Spark 3与Scala中的大数据基础 课程概述：在本课程中，我们将学习如何使用Apache Spark 3和Scala编写大数据应用程序。您将自己编写2000多行Spark代码，并在指导下成为一名专家。该课程适合初学Apache Spark和大数据的Scala程序员，不适合高级Spark工程师。 为什么选择Scala中的Spark： - 速度快，适合处理大数据 - 市场需求激增 - 高度市场化的技能 - 维护良好，拥有众多高质量扩展 - 数据科学家的基础 本课程旨在迅速而有效地传达知识，将所有概念拆解为关键部分，挑选出最重要的思想并分离出简单但关键的内容与强大的内容，按逻辑顺序安排，使学习过程中的理解更为顺畅，并在实时代码中应用所有知识。 学习本课程的最终收益非常显著： - 全新的数据处理思维模式 - 更具市场竞争力的简历 - 更愉快的工作体验——Spark编程的乐趣！ 本课程适合已有Scala经验和一定并行编程背景的程序员，要求学员具备一般编程基础。如果您从未写过Scala代码或缺乏必要的并行编程背景（例如：进程/线程的概念），则不适合参加本课程。 课程内容全面，但我将直接切入重点，因此请确保您有足够的专注和投入，成为一名出色的程序员。我认为理论与实践同样重要，因此您将接收到带有代码示例的讲座、实境编码演示和作业，以及额外的资源、说明、练习和解决方案。在课程结束时，您将书写数千行的Spark代码。 我观察到我的学生最成功，尤其是在谷歌等顶级公司工作的优秀学生，他们在被指导的同时也有自由发挥的空间。我为您准备了练习，提供我（主观的）指导，同时也赋予您尝试和改进代码的自由。 最重要的是，我的学生在学习过程中乐趣满满，取得了最好的成果！因此，加入我，我们一起助力JVM的崛起吧！
In this course, we will learn how to write big data applications with Apache Spark 3 and Scala. You'll write 2000+ lines of Spark code yourself, with guidance, and you will become a rockstar.This course is for Scala programmers who are getting started with Apache Spark and big data. The course is not for advanced Spark engineers.Why Spark in Scala:it's blazing fast for big dataits demand has explodedit's a highly marketable skillit's well maintained, with dozens of high-quality extensionsit's a foundation for a data scientistI like to get to the point and get things done. This course deconstructs all concepts into the critical pieces you needselects the most important ideas and separates them into what's simple but critical and what's powerfulsequences ideas in a way that "clicks" and makes sense throughout the process of learningapplies everything in live codeThe end benefits are still much greater:a completely new mental model around data processingsignificantly more marketable resumemore enjoyable work - Spark is fun!This course is for established programmers with experience with Scala and with functional programming at the level of the Rock the JVM Scala beginners course. I already assume a solid understanding of general programming fundamentals.This course is NOT for you ifyou've never written Scala code beforeyou don't have some essential parallel programming background (e.g. what's a process/a thread)The course is comprehensive, but you'll always see me get straight to the point. So make sure you have a good level of focus and commitment to become a badass programmer.I believe both theory and practice are important. That's why you'll get lectures with code examples, real life code demos and assignments, plus additional resources, instructions, exercises and solutions. At the end of the course, you'll have written thousands of lines of Spark.I've seen that my students are most successful - and my best students work at Google-class companies - when they're guided, but not being told what to do. I have exercises waiting for you, where I offer my (opinionated) guidance but otherwise freedom to experiment and improve upon your code.Definitely not least, my students are most successful when they have fun along the way!So join me in this course and let's rock the JVM!
