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所在平台: Udemy |
课程主页: https://www.udemy.com/course/learning-path-r-programming/
课程评论：没有评论
课程名称：学习路径：R编程 课程概述：您是否希望进入不断增长的数据科学领域？您是否希望掌握数据科学中使用最广泛的语言之一？Packt的视频学习路径是一系列结构合理、循序渐进的视频内容，每个视频都在前一个视频的基础上构建技能。数据正在不断增长，处理数据并从中提取意义是当务之急。分析师和统计学家需要完成这一任务。及时有效地处理数据是一门艺术，而这门艺术只有借助正确的工具和使用这些工具的知识才能实现。R语言作为一种强大的编程语言，为构建概率模型、进行数据科学和开发机器学习算法提供了所需的所有工具。 通过这一学习路径，您将了解R Studio和R语言的基础知识。课程涵盖多个主题，如使用lubridate包处理日期、使用stringr包处理字符串以及进行统计推断。最后，课程将深入探讨机器学习概念并在现实世界中应用R。该课程的目标是让您掌握R语言和机器学习的基础知识，并通过多项编码挑战来巩固学习。 本学习路径的作者是领域内的佼佼者——Selva Prabhakaran。他是一名在大型电子商务组织工作的数据科学家，在数据科学领域拥有7年的经验，成功应对复杂的现实世界数据科学问题，并为顶级跨国公司提供生产级解决方案。Selva与妻子共同生活在班加罗尔。
Do you want to step into the ever-growing field of data science? Do you wish to equip yourself with one of the most widely used language for data science? Packt's Video Learning Paths are a series of individual video products put together in a logical and stepwise manner such that each video builds on the skills learned in the video before it. Data is on the rise and it's the need of the hour to process it and make sense out it. Analysts and statisticians need to get this job done. It's an art to tactfully and efficiently process data. But, as it goes an art becomes a reality only with the help of right tools and the knowledge of using these right. So, it is with data science. R is a powerful language that provides with all the tools required to build probabilistic models, perform data science, and build machine learning algorithms. With this Learning Path, you'll be introduced to R Studio and the basics of R. Then, you'll taken through a number of topics such as handling dates with the lubridate package, handling strings with the stringr package, and making statistical inferences. Finally, the focus will be on machine learning concepts in depth and applying them in the real world with R. The goal of this course to introduce you to R and have a solid knowledge of machine learning and the R language itself. You'll also solve numerous coding challenges throughout the course. This Learning Path is authored by one of the best in the fields. Selva Prabhakaran Selva Prabhakaran is a data scientist with a large E-commerce organization. In his 7 years of experience in data science, he has tackled complex real-world data science problems and delivered production-grade solutions for top multinational companies. Selva lives in Bangalore with his wife.
