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Overview
Learn how to simulate and visualize data for data science, statistics, and machine learning in MATLAB and Python What you'll learn: Understand different categories of dataGenerate various datasets and modify them with parametersVisualize data using a multitude of techniquesGenerate data from distributions, trigonometric functions, and imagesUnderstand forward models and how to use them to generate dataImprove MATLAB and Python programming skills Data science is quickly becoming one of the most important skills in industry, academia, marketing, and science. Most...
Syllabus
- Introductions
- Descriptive statistics and basic visualizations
- Data distributions
- Time series signals
- Time series noise
- Image signals
- Image noise
- Data clustering in space
- Spatiotemporal structure using forward models
- Bonus section
Instructor
Mike X Cohen
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