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Course Description

Decision-makers generally do not use raw data to make decisions; they prefer data be summarized in easily understood formats that facilitate efficient decision-making. This course introduces data manipulation and visualization, both critical components of any data science project. This course introduces two commonly used data manipulation tools in the Python ecosystem: NumPy and Pandas. In addition, the Python ecosystem also includes a variety of data plotting packages such as Matplotlib, Seaborn, and Bokeh — each of which specialize in particular aspects of data visualization. This course will give you experience integrating NumPy, Pandas, and the plotting packages to create rich, interactive data visualizations that help drive efficient decision-making.

You are required to have completed the following courses or have equivalent experience before taking this course:

  • Constructing Expressions in Python
  • Writing Custom Python Functions, Classes, and Workflows
  • Developing Data Science Applications

Faculty Author

Chris Myers

Benefits to the Learner

  • Manipulate data arrays using NumPy
  • Manipulate data tables using Pandas
  • Visualize data with Python

Target Audience

  • Data analysts and business analysts
  • Database managers
  • Technical and systems analysts
  • Programmers interested in data science
  • Marketers
  • Business managers

Applies Towards the Following Certificates

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Type
3 week
Dates
Oct 30, 2024 to Nov 19, 2024
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
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3 week
Dates
Nov 27, 2024 to Dec 17, 2024
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
Type
3 week
Dates
Dec 25, 2024 to Jan 14, 2025
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
Type
3 week
Dates
Jan 22, 2025 to Feb 11, 2025
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
Type
3 week
Dates
Jan 22, 2025 to Feb 11, 2025
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
Type
3 week
Dates
Feb 19, 2025 to Mar 11, 2025
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
Type
3 week
Dates
Mar 19, 2025 to Apr 08, 2025
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
Type
3 week
Dates
Apr 16, 2025 to May 06, 2025
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
Type
3 week
Dates
May 14, 2025 to Jun 03, 2025
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
Type
3 week
Dates
Jun 11, 2025 to Jul 01, 2025
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
Type
3 week
Dates
Jul 09, 2025 to Jul 29, 2025
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
Type
3 week
Dates
Aug 06, 2025 to Aug 26, 2025
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
Type
3 week
Dates
Sep 03, 2025 to Sep 23, 2025
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
Type
3 week
Dates
Oct 01, 2025 to Oct 21, 2025
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
Type
3 week
Dates
Oct 29, 2025 to Nov 18, 2025
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
Type
3 week
Dates
Nov 26, 2025 to Dec 16, 2025
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
Type
3 week
Dates
Dec 24, 2025 to Jan 13, 2026
Total Number of Hours
15.0
Course Fee(s)
Contract Fee $0.00
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