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Course Description

The real world is extremely complex, and revealing the patterns that underlie these complexities can be challenging. However, unlocking the power of a data set can provide you with remarkable insights and help guide decision-making. This course will prepare you to use summarization and visualization techniques to reveal patterns in real-world data, using examples from a variety of disciplines, including business and medicine.

In this course, Professor Basu will guide you as you begin to understand key data collection principles and how to make conclusions from data. Choosing which analyses to use depends on your question, so you will use a framework to help you choose which methods to use with your data. Then, you will use R to perform exploratory data analyses, which will allow you to identify key patterns and trends in a ready-to-analyze data set. You will also learn the importance of quantifying the uncertainty associated with your results, and how to measure variability in your data. This course involves many hands-on coding exercises in R to help you gain confidence in your programming skills.

System requirements: This course contains a virtual programming environment that does not support the use of Safari, Edge, tablets, or mobile devices. Please use Chrome, Firefox, or Internet Explorer on a computer for this course.

“Exploring Data Sets With R” must be completed prior to starting this course.

Faculty Author

Sumanta Basu

Benefits to the Learner

  • Understand data collection concepts and why correlation is not the same as causation
  • Summarize a data set with the appropriate visualizations and statistics
  • Use summarization techniques to interpret data and develop conclusions
  • Determine the uncertainty of your conclusions about a data set

Target Audience

  • Current and aspiring data scientists and analysts
  • Business decision makers
  • Marketing analysts
  • Consultants
  • Executives
  • Anyone seeking to gain deeper exposure to data science

Applies Towards the Following Certificates

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Enroll Now - Select a section to enroll in
Type
2 week
Dates
Nov 13, 2024 to Nov 26, 2024
Total Number of Hours
16.0
Course Fee(s)
Contract Fee $0.00
Section Notes

IMPORTANT COURSE INFORMATION

  • Please note the content in the Data Science Essentials course curriculum was developed to be completed in sequential order as course concepts build throughout the program. With this in mind, please be sure you are scheduled to complete or have completed the courses in order. For example; CIS445 prior to CIS446, CIS446 prior to CIS447, etc.
Type
2 week
Dates
Dec 25, 2024 to Jan 07, 2025
Total Number of Hours
16.0
Course Fee(s)
Contract Fee $0.00
Section Notes

IMPORTANT COURSE INFORMATION

  • Please note the content in the Data Science Essentials course curriculum was developed to be completed in sequential order as course concepts build throughout the program. With this in mind, please be sure you are scheduled to complete or have completed the courses in order. For example; CIS445 prior to CIS446, CIS446 prior to CIS447, etc.
Type
2 week
Dates
Feb 05, 2025 to Feb 18, 2025
Total Number of Hours
16.0
Course Fee(s)
Contract Fee $0.00
Section Notes

IMPORTANT COURSE INFORMATION

  • Please note the content in the Data Science Essentials course curriculum was developed to be completed in sequential order as course concepts build throughout the program. With this in mind, please be sure you are scheduled to complete or have completed the courses in order. For example; CIS445 prior to CIS446, CIS446 prior to CIS447, etc.
Type
2 week
Dates
Mar 19, 2025 to Apr 08, 2025
Total Number of Hours
16.0
Course Fee(s)
Contract Fee $0.00
Section Notes

IMPORTANT COURSE INFORMATION

  • Please note the content in the Data Science Essentials course curriculum was developed to be completed in sequential order as course concepts build throughout the program. With this in mind, please be sure you are scheduled to complete or have completed the courses in order. For example; CIS445 prior to CIS446, CIS446 prior to CIS447, etc.
Type
2 week
Dates
Apr 30, 2025 to May 13, 2025
Total Number of Hours
16.0
Course Fee(s)
Contract Fee $0.00
Section Notes

IMPORTANT COURSE INFORMATION

  • Please note the content in the Data Science Essentials course curriculum was developed to be completed in sequential order as course concepts build throughout the program. With this in mind, please be sure you are scheduled to complete or have completed the courses in order. For example; CIS445 prior to CIS446, CIS446 prior to CIS447, etc.
Type
2 week
Dates
Jun 11, 2025 to Jun 24, 2025
Total Number of Hours
16.0
Course Fee(s)
Contract Fee $0.00
Section Notes

IMPORTANT COURSE INFORMATION

  • Please note the content in the Data Science Essentials course curriculum was developed to be completed in sequential order as course concepts build throughout the program. With this in mind, please be sure you are scheduled to complete or have completed the courses in order. For example; CIS445 prior to CIS446, CIS446 prior to CIS447, etc.
Type
2 week
Dates
Aug 06, 2025 to Aug 19, 2025
Total Number of Hours
16.0
Course Fee(s)
Contract Fee $0.00
Section Notes

IMPORTANT COURSE INFORMATION

  • Please note the content in the Data Science Essentials course curriculum was developed to be completed in sequential order as course concepts build throughout the program. With this in mind, please be sure you are scheduled to complete or have completed the courses in order. For example; CIS445 prior to CIS446, CIS446 prior to CIS447, etc.
Type
2 week
Dates
Oct 01, 2025 to Oct 14, 2025
Total Number of Hours
16.0
Course Fee(s)
Contract Fee $0.00
Section Notes

IMPORTANT COURSE INFORMATION

  • Please note the content in the Data Science Essentials course curriculum was developed to be completed in sequential order as course concepts build throughout the program. With this in mind, please be sure you are scheduled to complete or have completed the courses in order. For example; CIS445 prior to CIS446, CIS446 prior to CIS447, etc.
Type
2 week
Dates
Nov 26, 2025 to Dec 09, 2025
Total Number of Hours
16.0
Course Fee(s)
Contract Fee $0.00
Section Notes

IMPORTANT COURSE INFORMATION

  • Please note the content in the Data Science Essentials course curriculum was developed to be completed in sequential order as course concepts build throughout the program. With this in mind, please be sure you are scheduled to complete or have completed the courses in order. For example; CIS445 prior to CIS446, CIS446 prior to CIS447, etc.
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