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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-analysis-made-easy-learn-hive-pig/
课程评论：没有评论
**课程总结：数据分析轻松学 - 学习Hive与Pig** 本课程旨在从零开始，通过示例和实践操作，教授您Hadoop、Pig、Hive以及Apache Mahout等大数据分析工具。 **核心内容：** * **大数据与Hadoop生态系统基础：** 深入理解大数据概念，以及Apache Hadoop在其生态系统中的地位。课程将重点讲解Hadoop的核心组件，包括HDFS（分布式文件系统）和MapReduce（分布式计算模型）。 * **Hive与Pig入门与实践：** 在建立扎实的Hadoop基础后，课程将重点介绍Hadoop生态系统中的更高级组件——Hive和Pig。您将学习如何安装和使用它们，并通过实际的数据查询和挖掘示例，掌握使用Hive和Pig进行数据分析的方法。 * **数据查询与挖掘：** 通过丰富的案例，学习如何利用Hive和Pig进行高效的数据查询和挖掘，从而简化复杂MapReduce编程，并充分利用Hadoop框架的并行处理能力。 **学习收获：** * 掌握数据分析的核心概念，特别是如何利用Hive和Pig进行分析。 * 理解大数据及Apache Hadoop的工作原理。 * 获得Hive和Pig的实战操作经验，能够独立完成数据查询和挖掘任务。 * 为成为一名成功的**大数据分析师**打下坚实基础，增加获得高薪职位的机会。 **课程特点：** * **零基础入门：** 无需Hadoop、Hive或Pig的先验知识。 * **实践驱动：** 强调动手实践，通过大量示例进行教学。 * **循序渐进：** 从大数据和Hadoop基础到Hive和Pig的高级应用，内容安排合理。 * **内容丰富：** 包含幻灯片、代码示例、数据集等学习资料。 **学习建议：** 具备一定的程序设计和查询语言基础将有助于您更好地吸收课程内容，从中获得最大价值。 **报名建议：** 如果您希望高效地学习Hive和Pig，并为大数据分析师的面试做好准备，本课程将是一个绝佳的选择。
This course teaches you Hadoop, Pig, Hive and Apache Mahout from scratch with an example based and hands on approach.Master the Fundamental Concepts of Data Analysis using Hive & Pig.Understand the Big Data & Apache Hadoop landscapeUnderstand Analytics with Hadoop using Pig and HiveGet hands on on Hive and Pig with step by step examples of data querying and miningBig Data & Data AnalysisNo Prior knowledge of Hadoop, Hive or Pig is expected. A little bit if procedural programming and querying experience will go a long way in deriving real value out of this amazing course. Learn the easy to use Hive and Pig technologies and land up with prestigious and well-paying Big Data Analyst jobs.Contents & OverviewThrough 19 lectures and 3 hours of content, we will take a step-by step approach to understanding & learning Data Analysis using Hive & Pig.The first few topics will focus on the rise of Big Data and how Apache Hadoop fits in. We will focus on the fundamentals of Hadoop and its core components: HDFS and Map Reduce. Once we have a solid foundation of Hadoop and the ecosystem, we will dive into the crux of this course - higher level components of the Hadoop ecosystem: Hive and Pig. We will go into the details of both Hive and Pig by installing them and working with examples. Hive and Pig can make your life easy by shielding you from the complexity of writing MR jobs and yet leveraging the parallel processing ability of the Hadoop framework.After taking this course, which includes slides, examples, code and data sets, you will be at ease with analyzing data with Hive and Pig. So go ahead and enroll to crack that Big Data Analyst interview.
