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Data Analysis & Statistics
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Applied Data Science with R

Professional Certificate programs are series of courses designed by industry leaders and top universities to build and enhance critical professional skills needed to succeed in todays most in-demand fields.

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Applied Data Science with R

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  • icon6 months at 1 - 2 hours per week
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About Applied Data Science with R

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

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..