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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/fundamentals-of-data-analytics-in-the-public-sector-with-r
课程评论：没有评论
课程名称：公共部门数据分析基础（使用R） 课程概述：本课程旨在让学员了解公共管理和公共政策中的关键术语和概念，同时学习使用R编程语言的基础编程技巧。学员将学习如何执行函数以加载、选择、过滤、变更和总结数据框，重点使用tidyverse库中的dplyr包。课程结束时，学员将能够创建自定义函数并将其应用于公共部门分析中常见的人口数据。 课程大纲： - 第一周 | R语言公共部门数据分析导论 - 描述：欢迎参加“R语言公共部门数据分析”课程，第一周将为您介绍证书课程与第一门课。这一周您将了解我们在整个课程中反复使用的一些基本术语及其定义。 - 第二周 | 公共管理的核心职能与R基础 - 描述：欢迎来到第二周！本周您将学习公共管理的核心职能及数据分析在这些职能中的作用，同时开始在RStudio中提升您的技能。 - 第三周 | 使用Tidyverse进行调查数据分析 - 描述：欢迎来到第三周！本周您将学习调查数据分析的多种技能，这是公共部门中最常见的数据类型之一。通过这些技能，您将理解调查数据如何设计和收集，并能够在RStudio中进行分析及解读。 - 第四周 | 自定义R函数进行人口数据分析 - 描述：欢迎来到第四周！本周您将学习人口数据的分析技能，这是公共部门中常见的一种数据类型，有助于回答基本的人口问题。您将了解人口数据的来源，并能够在RStudio中分析和解读这些数据。 - 第五周 | 公共部门数据分析的实际应用 - 描述：欢迎来到本课程的最后一周！这一周，您将听到公共部门数据分析师的故事，旨在识别数据分析师职业面临的挑战。 通过本课程的学习，学员将具备在公共部门进行数据分析的基础知识和实用技能。
Name:Week 1 | Introduction to Data Analytics in the Public Sector with R
Description:Welcome to the Data Analytics in the Public Sector with R and the First Course—Fundamentals of Public Sector Data Analysis with R. This week will be your orientation to the certificate and the first course. You will also get to learn several fundamental terms and their definitions that we will frequently use throughout the course and the certificate.
Name:Week 2 | Core Functions of Public Administration and R Basics
Description:Welcome to Week 2! You will start this week learning about the core functions of public administration and the role of data analytics in these functions. You will also start developing your skills with RStudio.
Name:Week 3 | Survey Data Analysis with the Tidyverse
Description:Welcome to Week 3! You will learn this week several analysis skills for survey data—one of the most common types of data in the public sector. These skills will allow you to not only understand how survey data could be designed and collected, but also how to analyze such data in RStudio and how to interpret them.
Name:Week 4 | Population Data Analysis with Custom R functions
Description:Welcome to Week 4! You will learn this week several analysis skills for population data—one of the most common types of data in the public sector that allow answering basic population questions. These skills will allow you to not only understand the sources of population data, but also how to analyze such data in RStudio and how to interpret them.
Name:Week 5 | Public Sector Data Analytics in Practice
Description:Welcome to Week 5, the last week in this course! This week, you will get to hear stories from public sector data analysts, with the goal of recognizing the challenges associated with the profession of a data analyst.
Gain a foundational understanding of key terms and concepts in public administration and public policy while learning foundational programming techniques using the R programming language. You will learn how to execute functions to load, select, filter, mutate, and summarize data frames using the tidyverse libraries with an emphasis on the dplyr package. By the end of the course, you will create custom functions and apply them to population data which is commonly found in public sector analytics.
