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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-science-using-r-b/
课程评论：没有评论
课程名称：使用R进行数据科学 课程概述： “使用R进行数据科学”课程旨在帮助有志于成为数据科学家和分析师的学员掌握R语言在数据处理、分析和可视化中的应用。课程开始时，学员将获得R编程的坚实基础，涵盖数据类型、结构和基本函数等关键概念。 随着课程的深入，学员将学习使用dplyr和tidyr等包进行数据处理技巧，帮助他们清理和准备数据集以进行分析。课程重点强调统计分析，包括假设检验、回归模型和机器学习算法，以使学员能够从数据中提取有意义的洞察。 可视化是课程的另一个重点，学员将学习使用ggplot2创建信息丰富且引人入胜的图形，以有效地传达分析结果。实际案例研究和动手项目将提供实践经验，让学员能够将所学技能应用于实际数据挑战。 课程结束时，参与者将建立一个全面的数据科学工具包，掌握R语言的使用、统计方法的理解，以及清晰呈现发现的能力。本课程非常适合希望开启数据科学职业或提升各领域分析能力的人士。
This course, "Data Science with R," is designed for aspiring data scientists and analysts seeking to harness the power of R for data manipulation, analysis, and visualization. Participants will begin by gaining a solid foundation in R programming, covering key concepts such as data types, structures, and essential functions.As the course progresses, students will delve into data wrangling techniques using packages like dplyr and tidyr, enabling them to clean and prepare datasets for analysis. The curriculum emphasizes statistical analysis, including hypothesis testing, regression models, and machine learning algorithms, empowering participants to draw meaningful insights from their data.Visualization is a key focus, with instruction on using ggplot2 to create informative and engaging graphics that communicate results effectively. Real-world case studies and hands-on projects will provide practical experience, allowing students to apply their skills to actual data challenges.By the end of the course, participants will have developed a comprehensive toolkit for data science, including proficiency in R, an understanding of statistical methodologies, and the ability to present their findings clearly. This course is perfect for those looking to kickstart a career in data science or enhance their analytical capabilities in any field and sorroundings.IIBM Institute of Business Management.
