- Data Manipulation
- R Programming
- Data Analysis
- Communication
- Data Visualization (DataViz)
- Programming Principles
- basic statistics
- Regular Expression (REGEX)
Expressway to Data Science: R Programming and Tidyverse 專項課程
Learn R Programming for Data Science. Master the fundamentals transforming and visualizing data with R
提供方
您將學到的內容有
Install R and configure RStudio
Use the tidyverse to import, tidy, and join data
Create clear and effective data visualizations using the ggplot2 library
Develop and communicate reproducible research using RMarkdown
您將獲得的技能
關於此 專項課程
R is one of the most popular languages used in the data science community and essential for any aspiring data scientist. This specialization will teach you how to do data science in R whether you are a beginning or a seasoned programmer.
You will begin this three-course specialization by reviewing the fundamentals of programming in R and the importance of creating reproducible research. Then, you will be introduced to the tidyverse where you will learn how to use R to import and tidy data, use the ggplot2 library to craft clear and insightful visualizations, and combine data from multiple sources.
By completing this specialization, you will be prepared to begin or advance your data science journey using R. It is a prerequisite for students pursuing CU Boulder’s Master of Science in Data Science.
The specialization logo was created using images of stickers from the RStudio shop. Please visit https://swag.rstudio.com/s/shop.
應用的學習項目
In Expressway to Data Science: R Programming and Tidyverse, you will complete coding exercies and quizzes to develop and refine your ability to write R code and reflect on your what you have learned. In the thrid course, R Programming and Tidyverse Capstone Project, a semi-guided capstone project using real-world data designed for you to add to your data science portfolio.
可分享的證書
完成後獲得證書
100% 在線課程
立即開始，按照自己的計劃學習。
靈活的計劃
設置並保持靈活的截止日期。
初級
No previous background is required to complete this specialization.
完成課程大約需要 3 個月
建議進度：4 小時/週
英語（English）
字幕：英語（English）
可分享的證書
完成後獲得證書
100% 在線課程
立即開始，按照自己的計劃學習。
靈活的計劃
設置並保持靈活的截止日期。
初級
No previous background is required to complete this specialization.
完成課程大約需要 3 個月
建議進度：4 小時/週
英語（English）
字幕：英語（English）
專項課程的運作方式
加入課程
Coursera 專項課程是幫助您掌握一門技能的一系列課程。若要開始學習，請直接註冊專項課程，或預覽專項課程並選擇您要首先開始學習的課程。當您訂閱專項課程的部分課程時，您將自動訂閱整個專項課程。您可以只完成一門課程，您可以隨時暫停學習或結束訂閱。訪問您的學生面板，跟踪您的課程註冊情況和進度。
實踐項目
每個專項課程都包括實踐項目。您需要成功完成這個（些）項目才能完成專項課程並獲得證書。如果專項課程中包括單獨的實踐項目課程，則需要在開始之前完成其他所有課程。
獲得證書
在結束每門課程並完成實踐項目之後，您會獲得一個證書，您可以向您的潛在雇主展示該證書並在您的職業社交網絡中分享。
此專項課程包含 3 門課程
Introduction to R Programming and Tidyverse
This course is a gentle introduction to programming in R designed for 3 types of learners. It will be right for you, if:
Data Analysis with Tidyverse
This course continues our gentle introduction to programming in R designed for 3 types of learners. It will be right for you, if:
R Programming and Tidyverse Capstone Project
In this third and final course of the "Expressway to Data Science: R Programming and Tidyverse" specialization you will reinforce and display your R and tidyverse skills by completing an analysis of COVID-19 data! Here is a chance to apply your skills to a real-world dataset that has effected all of us.
提供方
科罗拉多大学波德分校
CU-Boulder is a dynamic community of scholars and learners on one of the most spectacular college campuses in the country. As one of 34 U.S. public institutions in the prestigious Association of American Universities (AAU), we have a proud tradition of academic excellence, with five Nobel laureates and more than 50 members of prestigious academic academies.
常見問題
退款政策是如何规定的？
我可以只注册一门课程吗？
有助学金吗？
我可以免费学习课程吗？
此课程是 100% 在线学习吗？是否需要现场参加课程？
完成专项课程需要多长时间？
What background knowledge is necessary?
Do I need to take the courses in a specific order?
完成专项课程后我会获得大学学分吗？
What will I be able to do upon completing the Specialization?
還有其他問題嗎？請訪問 學生幫助中心。
