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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-analysis-on-cricket-data-pyspark-foundation-part-2/
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课程名称：PySpark数据分析基础（初学者） 课程概述：您是否曾想过大数据如何帮助团队在T20世界杯和IPL中取得胜利？本课程将专注于使用PySpark对IPL数据集进行基本的数据分析，以获得有用的见解。您将像真实世界的开发人员一样学习编码PySpark。我们的重点将放在PySpark的实际应用上，旨在弥合学术知识与实践技能之间的鸿沟。 关于PySpark：学习最新的大数据技术——Spark！并用最流行的编程语言Python来使用它！分析庞大数据集的能力是目前最有价值的技术技能之一，本课程专门为您提供使用Apache Spark这一顶尖技术的基础知识。许多顶尖科技公司，如谷歌、Facebook、Netflix、Airbnb、亚马逊、NASA等，都在使用Spark来解决大数据问题！Spark处理速度比Hadoop MapReduce快达100倍，这导致对这一技能的需求激增！由于Spark 2.0数据框架是全新的，您现在有机会迅速成为市场上最有知识的人之一！ 您将学习的内容包括： - 数据分析的基础 - 选举中的数据分析 - 板球数据分析 - 大数据清洗 - 计算平均值 - 数据操作 - GROUP BY - 聚合 - 排序 - PySpark中的连接 先决条件：一些基本的编程技能（非必需），以及将理论知识应用于实践的意愿。 适合人群： - 想要学习大数据的初学者，或希望转向大数据角色的有经验人员 - 对实现实际编码感兴趣的大数据初学者 - 希望申请数据分析或数据工程角色的考生
Have you ever wondered How Big Data is helping Teams Win Big at the T20 World Cups/IPL?In this course we will focus on very basic Data analysis to get useful insights on IPL dataset with the help of PySpark.Learn to code PySpark like a real world developer. Here our major focus will be on Practical applications of PySpark and bridge the gap between academic knowledge and practical skill.About PySpark:Learn the latest Big Data Technology - Spark! And learn to use it with one of the most popular programming languages, Python!One of the most valuable technology skills is the ability to analyze huge data sets, and this course is specifically designed to bring you up to speed on one of the best technologies for this task, Apache Spark! The top technology companies like Google, Facebook, Netflix, Airbnb, Amazon, NASA, and more are all using Spark to solve their big data problems!Spark can perform up to 100x faster than Hadoop MapReduce, which has caused an explosion in demand for this skill! Because the Spark 2.0 DataFrame framework is so new, you now have the ability to quickly become one of the most knowledgeable people in the job market!What you will learn:What is Data AnalysisData analysis in ElectionsData Analysis in CricketBig Data CleaningCalculating AveragesManipulating DataGROUPBYAggregationsSortingJoins in PySparkPrerequisites:Some basic programming skills (Not Mandatory)Will to implement theoretical knowledge in pratical.Who this course is for:Beginners who want to learn Big Data or experienced people who want to transition to a Big Data roleBig data beginners who want to learn how to code in the real worldAspiring candidates for data analytics or data engineering role
