In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB and Data Processing and Feature Engineering with MATLAB to increase your ability to harness the power of MATLAB to analyze data relevant to the work you do.
提供方
課程信息
10,382 次近期查看
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 3 門課程（共 4 門）
可靈活調整截止日期
根據您的日程表重置截止日期。
中級
完成時間大約為9 小時
英語（English）
字幕：英語（English）
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 3 門課程（共 4 門）
可靈活調整截止日期
根據您的日程表重置截止日期。
中級
完成時間大約為9 小時
英語（English）
字幕：英語（English）
提供方
MathWorks
Accelerating the pace of discovery, innovation, development, and learning in engineering and science.
教學大綱 - 您將從這門課程中學到什麼
完成時間為 5 小時
Creating Regression Models
完成時間為 5 小時
10 個視頻 （總計 68 分鐘）, 6 個閱讀材料, 7 個測驗
10 個視頻
Instructor Introduction2分鐘
Introduction to the Taxi Data7分鐘
Creating and Cleaning Features8分鐘
Introduction to Regression8分鐘
Using the Regression Learner App10分鐘
Customizing Model Parameters9分鐘
Evaluating Regression Models6分鐘
Evaluate Your Model in MATLAB9分鐘
Summary of Regression1分鐘
6 個閱讀材料
Download and Install MATLAB15分鐘
Data and Code Files15分鐘
Introduction to Module 15分鐘
Variables in the Taxi Data10分鐘
Summary of Regression Models15分鐘
Regression Metrics10分鐘
3 個練習
Feature Engineering Review12分鐘
Train a Regression Model30分鐘
Apply the Regression Workflow45分鐘
完成時間為 3 小時
Creating Classification Models
完成時間為 3 小時
2 個視頻 （總計 10 分鐘）, 5 個閱讀材料, 2 個測驗
5 個閱讀材料
Introduction to Module 25分鐘
Summary of Classification Models15分鐘
Binary Classification Metrics Reference20分鐘
Multiclass Classification Metrics Reference20分鐘
Customizing Multiclass Models30分鐘
2 個練習
Train a Classification Model30分鐘
Apply The Classification Workflow50分鐘
完成時間為 1 小時
Applying the Supervised Machine Learning Workflow
完成時間為 1 小時
2 個練習
Practice Reducing Model Complexity30分鐘
Applying Ensemble Models30分鐘
關於 Practical Data Science with MATLAB 專項課程
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?
Completing this specialization will give you the skills and confidence you need to achieve practical results in Data Science quickly. Being able to visualize, analyze, and model data are some of the most in-demand career skills from fields ranging from healthcare, to the auto industry, to tech startups.
This specialization assumes you have domain expertise in a technical field and some exposure to computational tools, such as spreadsheets. To be successful in completing the courses, you should have some background in basic statistics (histograms, averages, standard deviation, curve fitting, interpolation).
Throughout this specialization, you will be using MATLAB. MATLAB is the go-to choice for millions of people working in engineering and science, and provides the capabilities you need to accomplish your data science tasks. You will be provided with free access to MATLAB for the duration of the specialization to complete your work.
常見問題
我什么时候能够访问课程视频和作业？
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
- The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.
- The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
我订阅此专项课程后会得到什么？
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退款政策是如何规定的？
如果订阅，您可以获得 7 天免费试听，在此期间，您可以取消课程，无需支付任何罚金。在此之后，我们不会退款，但您可以随时取消订阅。请阅读我们完整的退款政策。
有助学金吗？
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