IBM - Data Science with R - Capstone Project
- Offered byCoursera
Data Science with R - Capstone Project at Coursera Overview
Data Science with R - Capstone Project
at Coursera
Duration | 14 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Explore Free Course  |
Credential | Certificate |
Data Science with R - Capstone Project at Coursera Highlights
Data Science with R - Capstone Project
at Coursera
- Shareable Certificate Earn a Certificate upon completion
- 100% online Start instantly and learn at your own schedule.
- Flexible deadlines Reset deadlines in accordance to your schedule.
- Intermediate Level
- Approx. 14 hours to complete
- English Subtitles: English
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Data Science with R - Capstone Project at Coursera Course details
Data Science with R - Capstone Project
at Coursera
Skills you will learn
More about this course
- In this capstone course, you will apply various data science skills and techniques that you have learned as part of the previous courses in the IBM Data Science with R Specialization or IBM Data Analytics with Excel and R Professional Certificate.
- For this project, you will assume the role of a Data Scientist who has recently joined an organization and be presented with a challenge that requires data collection, analysis, basic hypothesis testing, visualization, and modeling to be performed on real-world datasets. You will collect and understand data from multiple sources, conduct data wrangling and preparation with Tidyverse, perform exploratory data analysis with SQL, Tidyverse and ggplot2, model data with linear regression, create charts and plots to visualize the data, and build an interactive dashboard.
- The project will culminate with a presentation of your data analysis report, with an executive summary for the various stakeholders in the organization.
- This course is part of multiple programs
- This course can be applied to multiple Specializations or Professional Certificates programs. Completing this course will count towards your learning in any of the following programs:
- IBM Data Analytics with Excel and R Professional Certificate
- Applied Data Science with R Specialization
Data Science with R - Capstone Project at Coursera Curriculum
Data Science with R - Capstone Project
at Coursera
Module 1 - Capstone Overview and Data Collection
Check points
Module 2 - Data Wrangling
Check points
Module 3: Performing Exploratory Data Analysis with SQL, Tidyverse & ggplot2
Check points
Module 4: Predictive Analysis
Check points
Module 5 - Building a R Shiny Dashboard App
Check points
Module 6 - Present Your Data-Driven Insights
Elements Of A Successful Data Findings Report
Best Practices For Presenting Your Findings
Final Submission Overview and Instructions
Congratulations and Next Steps
Credits and Acknowledgments
Data Science with R - Capstone Project at Coursera Admission Process
Data Science with R - Capstone Project
at Coursera
Important Dates
May 25, 2024
Course Commencement Date
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Data Science with R - Capstone Project
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