What you will learn
- Perform basic R programming tasks such as using common data structures, data manipulation, using APIs, webscraping, and working with R Studio and Jupyter.
- Create relational databases and query the data using SQL and R from JupyterLab.
- Complete the data analysis process, including data preparation, statistical analysis, and predictive modeling.
- Communicate data findings using data visualization charts, plots, and dashboards using libraries such as ggplot, leaflet and R Shiny.
- Demonstrate data analysis and visualization skills by completing a project that requires data collection, analysis, basic hypothesis testing, visualization, and modelling performed on real-world datasets.
Program Overview
Expert instruction
5 skill-building courses
Self-paced
Progress at your own speed
6 months
1 - 2 hours per week
Discounted price: $445.50
Pre-discounted price: $495USD
For the full program experience
Courses in this program
IBM's Applied Data Science with R Professional Certificate
- R Programming Basics for Data Science
- SQL for Data Science with R
- Analyzing Data with R
- Visualizing Data with R
- R Data Science Capstone Project
- Job Outlook
Meet your instructors from IBM
See instructor bios
Experts from IBM committed to teaching online learning
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Discounted price: $445.50
Pre-discounted price: $495USD
5 courses in 6 months
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