MATLAB for Data Processing and Visualization
Offered By: MathWorks via MATLAB Academy
Course Description
Overview
- Getting Started: Overview of the content covered.
- Graphics Functions: Customize plot types for 2D visualization.
- Customizing Graphics Objects: Create sophisticated visualizations using MATLAB graphics objects
- Defining Categories of Data: Import data from a text file and organize it using categories.
- Importing Data from Multiple Files: Read large data stored in multiple files.
- Analyzing Groups within Data: Identify group within the data and analyze them.
- Review Project: An exercise that brings together data importing, processing, and visualization.
- Images and 3-D Surface Plots: Plotting irregularly spaced data.
- Importing Unstructured Data: Importing blocks of data into MATLAB.
- Conclusion: Learn next steps and give feedback on the course.
Syllabus
- Course Overview
- Importing Weather Event Data from a Text File
- Customizing a Variety of Vector Visualizations
- Comparing Data in Columns
- Review - Graphics Functions
- Course Example - Visualizing Weather Events
- Modifying Graphics Properties
- Customizing Multiple Graphics Objects on an Axis
- The Graphics Object Hierarchy
- Review - Customizing Graphics Objects
- Categories and Set Operations
- Discretizing Continuous Data
- Review - Defining Categories of Data
- Course Example - Importing Hurricane Data from Multiple Files
- Creating Datastores
- Modifying Datastore Properties
- Importing Data into MATLAB
- Importing Data Types Directly
- Skipping Columns of Data
- Merging Data
- Review - Importing Data from Multiple Files
- Course Example - Analyzing Groups within Data
- Finding Unique Groups of Data
- Aggregating Grouped Data
- Aggregating Data into a Prescribed Format
- Review - Analyzing Groups within Data
- Project - Vehicle Fuel Efficiency 2
- Course Example - Visualizing Australian Temperature Data
- Making Grids
- Interpolating Scattered Data
- Visualizing Surfaces
- Colormaps and Indexed Colors
- Creating Indexed-Color Images
- Review - Images and 3-D Surface Plots
- Course Example - Importing Australian Temperature Data
- Low-Level File IO
- Importing a Block of Formatted Data
- Processing Data in Blocks
- Review - Importing Unstructured Data
- Additional Resources
- Survey
Taught by
Renee Bach
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