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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/matlab-image-processing
课程评论:没有评论
课程名称:MATLAB数据、信号与图像分析入门 课程概述:欢迎参加MATLAB数据、信号与图像分析入门课程!MATLAB是一种非常灵活的编程语言,适用于数据、信号和图像分析任务。本课程将介绍如何使用MATLAB进行数据、信号和图像的分析。完成课程后,学习者将了解如何在MATLAB中使用机器学习方法进行数据分类和预测;如何进行数据可视化,包括高维数据集的可视化;如何实施图像处理和分析方法,包括图像滤波和分割;以及如何执行常见的信号分析任务,包括滤波器设计和频率分析。 课程大纲: 1. 介绍 2. MATLAB中的数据分析 3. MATLAB中的信号分析 4. MATLAB中的图像分析 5. 期末项目
Part: 1
Title:Introduction
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Part: 2
Title:Data analysis in MATLAB
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Part: 3
Title:Signal Analysis in Matlab
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Part: 4
Title:Image Analysis in Matlab
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Part: 5
Title:Final Project
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Welcome to Introduction to Data, Signal, and Image Analysis with MATLAB! MATLAB is an extremely versatile programming language for data, signal, and image analysis tasks. This course provides an introduction on how to use MATLAB for data, signal, and image analysis. After completing the course, learners will understand how machine learning methods can be used in MATLAB for data classification and prediction; how to perform data visualization, including data visualization for high dimensional datasets; how to perform image processing and analysis methods, including image filtering and image segmentation; and how to perform common signal analysis tasks, including filter design and frequency analysis.