Data Import and Analysis
Import and export data, including large files; preprocess data, visualize and
explore
Access data from text files, spreadsheets, hardware, other software, or the web. Explore the data to identify trends, test hypotheses, and estimate uncertainty. Create customized algorithms, visualizations, and models.
Categories
- Data Import and Export
Text files, spreadsheets, and other file formats; hardware; web access
- Large Files and Big Data
Access and process collections of files and large data sets
- Data Preprocessing
Clean, normalize, aggregate, and analyze data
- Descriptive Statistics and Insights
Summarize data using descriptive statistics and regression models
- Data Exploration
Explore data with visualizations or sonification
- Manage Experiments
Design computational experiments to run MATLAB® code
Teaching Resources
Climate Data Visualization and Analysis
Learn how to perform time series analysis and image analysis on three color and multispectral images.
