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所在平台: Udemy |
课程主页: https://www.udemy.com/course/big-data-for-managers/
课程评论：没有评论
《面向经理的大数据》课程大纲： 本课程旨在为经理们提供领导大数据项目所需的关键技术基础。课程涵盖大数据术语，如“3V”特征，并阐述大数据技术与传统技术的区别。学员将学习大数据解决方案的完整流程，从数据获取到可视化和安全，并能根据各阶段需求选择合适的工具。 课程内容包括： * **大数据基础概念：** 3V特征（Volume, Velocity, Variety）及其他关键特性。 * **大数据技术栈：** HDFS、MapReduce、Spark、Zeppelin等主流工具的应用示例。 * **云平台实践：** 在Amazon Web Services（AWS）上搭建EMR集群的演示。 * **项目管理方法论：** 运用“5P”方法论管理大数据项目。 * **案例研究：** 通过丰富的实际案例理解理论知识并进行实践。 * **集群容量规划：** 提供集群规模调整的模板。 * **工具选择：** 深入了解超过20种大数据工具，掌握根据具体问题选择合适工具的能力。 * **最新AI技术（新增内容，2023年7月24日）：** * ChatGPT介绍与应用。 * Top 10 AI工具概览。 * 针对项目经理和数据分析师的ChatGPT演示，包括数据可视化和指令性分析。 * 重点介绍AI技术如何为企业带来效益。 本课程内容丰富，实践性强，为企业提供前沿的大数据处理和AI应用能力，获得学员的高度评价。
This course covers the required fundamentals about big data technology that will help you confidently lead a big data project in your organization. It covers the big data terminology like 3 Vs of big data and key characteristics of big data technology that will help you answer the question 'How is big data technology different from traditional technology'. You will be able to identify various big data solution stages from big data ingestion to big data visualization and security. You will be able to choose the right tool for each stage of the big data solution. You will see the examples use of popular big data tools like HDFS, Map reduce, Spark, Zeppelin etc and also a demo of setting up EMR cluster on Amazon web services. You will practice how to use the 5 P's methodology of data science projects to manage a big data project. You will see theory as well as practice by applying it to many case studies. You will practice how to size your cluster with a template. You will explore more than 20 big data tools in the course and you will be able to choose the tool based on the big data problem.I have recently(24th July 2023) added one hour of content on chatGPT with Top 10 AI tools and four demos on using chatGPT for project managers and data analysis providing visualization of data as well as prescriptive analysis of data. These lectures and 4 demos will provide the latest information on the AI technologies and how it can benefit an organization. I am sure you will be amazed by this content.Top companies now offer this course to their employees. I am glad to share some of the five star comments about the course:This course really exceeded my expectations! Not only it covers the concepts and the overall view of a Big Data project landscape but it also provides good examples of real case studies, that help reinforce the contents presented. Great course!This course is great! I have learnt many useful things. The case studies are very enlightening. I strongly recommend. Thank you very much.otimo tecnicamente, excelenteDidatica muito boa e o conteudo conforme esperado
