In this course, you will learn to think like a data scientist and ask questions of your data. You will use interactive features in MATLAB to extract subsets of data and to compute statistics on groups of related data. You will learn to use MATLAB to automatically generate code so you can learn syntax as you explore. You will also use interactive documents, called live scripts, to capture the steps of your analysis, communicate the results, and provide interactive controls allowing others to experiment by selecting groups of data.
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课程信息
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第 1 门课程（共 4 门）
初级
完成时间大约为19 小时
英语（English）
字幕：阿拉伯语（Arabic）, 法语（French）, （欧洲人讲的）葡萄牙语, 中文（简体）, 意大利语, 越南语, 德语（German）, 俄语（Russian）, 英语（English）, 西班牙语（Spanish）
您将获得的技能
- Data Analysis
- Data Visualization (DataViz)
- Matlab
可灵活调整截止日期
根据您的日程表重置截止日期。
可分享的证书
完成后获得证书
100% 在线
立即开始，按照自己的计划学习。
第 1 门课程（共 4 门）
初级
完成时间大约为19 小时
英语（English）
字幕：阿拉伯语（Arabic）, 法语（French）, （欧洲人讲的）葡萄牙语, 中文（简体）, 意大利语, 越南语, 德语（German）, 俄语（Russian）, 英语（English）, 西班牙语（Spanish）
提供方
MathWorks
Accelerating the pace of discovery, innovation, development, and learning in engineering and science.
授课大纲 - 您将从这门课程中学到什么
完成时间为 3 小时
Introduction to the Data Science Workflow
In this module you’ll learn about the key steps in a data science workflow and begin exploring a data set using a script provided for you. As you work with the file, take note of the different elements in the script. As you progress through the course, you’ll create a similar script yourself.
完成时间为 3 小时
11 个视频 （总计 39 分钟）, 4 个阅读材料, 2 个测验
完成时间为 3 小时
Importing Data
In this module you’ll import data into MATLAB, customize the import options, and generate code to automate the process. You’ll also work with different types of data, such as numeric, dates, and text.
完成时间为 3 小时
8 个视频 （总计 20 分钟）, 1 个阅读材料, 2 个测验
完成时间为 2 小时
Visualizing and Filtering Data
In this module you’ll create visualizations and learn how to customize figures. You’ll also filter your data to select only what is needed for your analysis. You’ll create new tables and save them to use in the future or share with others outside of MATLAB.
完成时间为 2 小时
5 个视频 （总计 15 分钟）
完成时间为 7 小时
Performing Calculations
In this module you’ll write small pieces of code to extend your analysis. You’ll calculate summary statistics on groups of data and determine if variables are correlated. You’ll extend your ability to filter data to defining conditions across multiple variables. You’ll also modify categorical data to remove, combine, or create new categories to use for defining groups.
完成时间为 7 小时
11 个视频 （总计 41 分钟）, 4 个阅读材料, 11 个测验
审阅
- 5 stars85.42%
- 4 stars11.49%
- 3 stars1.60%
- 2 stars0.26%
- 1 star1.20%
来自EXPLORATORY DATA ANALYSIS WITH MATLAB的热门评论
由 MH 提供Jul 17, 2020
Good course for all, those who know Matlab from the past or who are new to Matlab. Great brush up of skills and practical knowledge for all!
由 AM 提供Feb 15, 2021
Excellent introduction. Be sure to go directly to the mathworks website and do the "on ramp" before starting the course, it helps a lot.
由 CB 提供Apr 23, 2020
Clear and to the point. Polished presentation that packs alot of info into each lesson. I learned a lot and am looking forward to continuing the series.
由 MS 提供Mar 23, 2021
I thoroughly enjoyed the course. I recommend it to everyone. It not only enhanced my MATLAB skills but also gave me new insights in Data Science and Analysis.
关于 Practical Data Science with MATLAB 专项课程
Do you find yourself in an industry or field that increasingly uses data to answer questions? Are you working with an overwhelming amount of data and need to make sense of it? Do you want to avoid becoming a full-time software developer or statistician to do meaningful tasks with your data?
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