In this course, you will learn foundational knowledge of time series data processing and analysis using the MATLAB software. First, you will learn how to import time series data from text and Excel files. Next, you will discover methods for cleaning data including smoothing and normalizing. Then, you will implement time-varying statistical comparisons between two foreign exchange rates. Finally, you will explore how to visualize the results and export the graphs. When you’re finished with this course, you will have an overview of time series data science workflow in MATLAB.
Overview
In this course, you will learn foundational knowledge of time series data processing and analysis using the MATLAB software. First, you will learn how to import time series data from text and Excel files. Next, you will discover methods for cleaning data including smoothing and normalizing. Then, you will implement time-varying statistical comparisons between two foreign exchange rates. Finally, you will explore how to visualize the results and export the graphs. When you’re finished with this course, you will have an overview of time series data science workflow in MATLAB.
Syllabus
- Course Overview 1min
- Importing Data 21mins
- Cleaning Data 18mins
- Analyzing Data 20mins
- Visualizing Data 26mins
- Exporting Data and Graphs 11mins
Taught by
Mike X Cohen
