Data Science: Foundations using R Specialization

开始时间: 12/21/2023 持续时间: Approximately 5 months to complete Suggested pace of 8 hours/week

所在平台: Coursera专项课程

课程类别: 计算机科学

大学或机构: CourseraNew

课程主页: https://www.coursera.org/specializations/data-science-foundations-r

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课程详情

Ask the right questions, manipulate data sets, and create visualizations to communicate results. This Specialization covers foundational data science tools and techniques, including getting, cleaning, and exploring data, programming in R, and conducting reproducible research. Learners who complete this specialization will be prepared to take the Data Science: Statistics and Machine Learning specialization, in which they build a data product using real-world data. The five courses in this specialization are the very same courses that make up the first half of the Data Science Specialization. This specialization is presented for learners who want to start and complete the foundational part of the curriculum first, before moving onto the more advanced topics in Data Science: Statistics and Machine Learning.

数据科学:使用R专业化的基础:提出正确的问题,操纵数据集并创建可视化效果以传达结果。 本专业涵盖基础数据科学工具和技术,包括获取,清理和探索数据,使用R进行编程以及进行可重复的研究。完成此专业的学习者将准备参加数据科学:统计和机器学习专业,在其中使用真实世界的数据构建数据产品。 该专业的五门课程与构成数据科学专业的前半部分的课程完全相同。本专业专为想要先开始并完成课程基础部分的学习者而设计,然后再转向数据科学中的更高级主题:统计学和机器学习。

课程大纲

Course Link: https://www.coursera.org/learn/data-scientists-tools

Name:The Data Scientist’s Toolbox

Description:Offered by Johns Hopkins University. In this course you will get an introduction to the main tools and ideas in the data scientist's ... Enroll for free.

Course Link: https://www.coursera.org/learn/r-programming

Name:R Programming

Description:Offered by Johns Hopkins University. In this course you will learn how to program in R and how to use R for effective data analysis. You ... Enroll for free.

Course Link: https://www.coursera.org/learn/data-cleaning

Name:Getting and Cleaning Data

Description:Offered by Johns Hopkins University. Before you can work with data you have to get some. This course will cover the basic ways that data can ... Enroll for free.

Course Link: https://www.coursera.org/learn/exploratory-data-analysis

Name:Exploratory Data Analysis

Description:Offered by Johns Hopkins University. This course covers the essential exploratory techniques for summarizing data. These techniques are ... Enroll for free.

Course Link: https://www.coursera.org/learn/reproducible-research

Name:Reproducible Research

Description:Offered by Johns Hopkins University. This course focuses on the concepts and tools behind reporting modern data analyses in a reproducible ... Enroll for free.

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课程简介

约翰霍普金斯大学的专项课程数据科学基础-基于R语言讲解(Data Science: Foundations using R Specialization),这个系列包括4门子课程,涵盖数据科学家的工具箱、R语言编程、获取和清洗数据、数据可视化和数据分析,感兴趣的同学可以关注:Ask the right questions, manipulate data sets, and create visualizations to communicate results.

课程标签

R R语言 数据科学 数据科学基础 R语言编程

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