- Python Programming
- R Programming
- Data Analysis
- Data Visualization (DataViz)
- Rstudio
- Functions
- Variables
- Basic Descriptive Statistics
- Data Science
- Visual Communication
- Histogram
- Bar Chart
Data Science and Analysis Tools - from Jupyter to R Markdown 專項課程
Hands-on Introduction to Data Science. Analyze data and create data visualizations using industry-standard data science tools without installing anything!
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您將學到的內容有
Describe a numerical data set with statistics
Import and describe a mixed data set using pandas and matplotlib
Determine if populations are different using statistical tests
Describe relationships between variables using statistical tests
您將獲得的技能
關於此 專項課程
應用的學習項目
Learners will create a variety of data visualizations based off of real data sets that they import and wrangle such as determining and showcasing which professions rank as earning the highest median salaries in 2014. Learners will also work on determining whether people's traits such as gender have any correlation with their height and/or weight.
No programming experience
No programming experience
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 4 門課程
Data Analysis in Python with pandas & matplotlib in Spyder
Code and run your first Python script in minutes without installing anything!
Visualizing & Communicating Results in Python with Jupyter
Code and run your first Python program in minutes without installing anything!
Data Analysis in R with RStudio & Tidyverse
Code and run your first R program in minutes without installing anything!
Visualizing Data & Communicating Results in R with RStudio
Code and run your first R program in minutes without installing anything!
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Codio
Codio is the hands-on learning platform supporting better outcomes in computing and tech skills education and is used by some of the world's largest and most prestigious higher education institutions to deliver engaging courses at scale.
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。