Course modules
Getting Started
Overview of the content covered.
Lessons:
- Importing Weather Event Data from a Text File
Graphics Functions
Customize plot types for 2-D visualization.
Lessons:
- Customizing a Variety of Vector Visualizations
- Comparing Data in Columns
- Review - Graphics Formatting Functions
Customizing Graphics Objects
Create sophisticated visualizations using MATLAB graphics objects.
Lessons:
- Course Example - Visualizing Weather Events
- Modifying Graphics Properties
- Customizing Multiple Graphics Objects on an Axis
- The Graphics Object Hierarchy
- Review - Customizing Graphics Objects
Defining Categories of Data
Import data from a text file and organize it using categories.
Lessons:
- Categories and Set Operations
- Discretizing Continuous Data
- Review - Defining Categories of Data
Analyzing Groups within Data
Identify group within the data and analyze them.
Lessons:
- Calculations on Groups in a Dataset
- Organize Aggregated Data by Grouping Variable
- Review - Analyzing Groups within Data
Importing Data from Multiple Files
Read large data stored in multiple files.
Lessons:
- Course Example - Importing Hurricane Data from Multiple Files
- Modifying Datastore Properties
- Importing Data into MATLAB
- Importing Data Types Directly
- Review - Importing Data from Multiple Files
Review Project
An exercise that brings together data importing, processing, and visualization.
Lessons:
- Project - Vehicle Fuel Efficiency 2
Images and 3-D Surface Plots
Plotting irregularly spaced data.
Lessons:
- Interpolating Scattered Data
- Colormaps and Indexed Colors
- Creating Indexed-Color Images
- Review - Images and 3-D Surface Plots
Importing Unstructured Data
Importing blocks of data into MATLAB.
Lessons:
- Course Example - Importing Australian Temperature Data
- Importing a Block of Formatted Data
- Processing Data in Blocks
- Review - Importing Unstructured Data
Conclusion
Learn next steps and give feedback on the course.
Learn core MATLAB functionality for data analysis, modeling, and programming.
Explore data and build predictive models.
Learn the theory and practice of building deep neural networks with real-life image and sequence data.
Get started quickly with the basics of MATLAB.
Learn core MATLAB functionality for data analysis, modeling, and programming.