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所在平台: Udemy |
课程主页: https://www.udemy.com/course/r-programming-easy-as-abc-for-the-beginner-data-scientist/
课程评论：没有评论
课程名称：R 编程，从入门到精通：面向初学者数据科学家 课程概述： 本课程专为初学者设计，无需任何编程经验，旨在帮助您掌握 R 编程的基础知识。R 语言在学习门槛上可能有些挑战，但本课程通过生动有趣、易于理解的例子和插图，将复杂的概念变得通俗易懂。您将获得实践机会，为日后的数据工作和数据科学生命周期打下坚实基础。 学习目标： * 掌握 R 编程的基础知识 * 学习数据导入与导出 * 学会创建、分析、处理和可视化数据（包括生成图表） 课程内容： * R 的数据类型（字符型、双精度型、整型、逻辑型） * R 的数据结构（向量、矩阵、列表、数据框） * 内置函数（如 `cbind`、`rbind`）和用户自定义函数 * R 包的使用（以 `ggplot2` 为例） * 变量命名、向量化、向量回收 * 对数据结构的子集操作 * 隐式/显式类型转换 * 循环（For 循环、While 循环、Repeat 循环） * 条件语句 * 逻辑运算符和数值运算符 * 数据导入与导出 * 使用 R 内置数据集 * 数据创建、数据分析、数据整理、数据处理 * 使用 `ggplot2` 包进行数据可视化（图形的语法） * 最重要的是：享受学习过程！
Hello and welcome to R Programming Easy as ABC! This course was developed for the beginner programmer, data analyst, developer or individual who is interested in learning the fundamentals of R Programming. R Programming has somewhat of a reputation for being difficult to learn. That's why we designed this course for the absolute beginner. This course will prepare you for working with data and learning the basics of the data science life cycle!What makes this course unique?Designed for the absolute beginner. No prior programming experience required.Present complex concepts in a way that is relatable and easy to understand. Have included fun and practical examples and illustrations to enhance learning. Have included several examples and opportunities to practice concepts with hands on experience.What Will I Learn:Fundamentals to R ProgrammingHow to import / export dataHow to create unique dataHow to analyze dataHow to manipulate dataHow to visualize data using graphsWhat Is Covered In This Course:Data Types (Character, Double, Integer, Logical)Data Structures (Vector, Matrix, List, Dataframe)How to work with Built In Functions (ex: cbind, rbind) How to work with User Defined FunctionsHow to work with Packages (ggplot2)Variable NamesVectorizationVector RecyclingSubsetting Data StructuresImplicit / Explicit CoercionLoops (For Loop, While Loop, Repeat Loop)Conditional StatementsLogical and Numeric OperatorsData Import and ExportAccessing R built in datasetsData CreationData AnalyticsData WranglingData ManipulationData Visualization Grammar of Graphics using R package ggplot2Most importantly HAVE FUN!!!!!
