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.
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課程信息
10,741 次近期查看
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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）
中級
完成時間大約為22 小時
英語（English）
字幕：英語（English）
您將獲得的技能
- Machine Learning
- Matlab
- Predictive Modelling
可靈活調整截止日期
根據您的日程表重置截止日期。
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）
中級
完成時間大約為22 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.
授課大綱 - 您將從這門課程中學到什麼
完成時間為 5 小時
Creating Regression Models
In this module you'll apply the skills gained from the first two courses in the specialization on a new dataset. You'll be introduced to the Supervised Machine Learning Workflow and learn key terms. You'll end the module by creating and evaluating regression machine learning models.
完成時間為 5 小時
11 個視頻 （總計 73 分鐘）, 8 個閱讀材料, 7 個測驗
完成時間為 4 小時
Creating Classification Models
In this module you'll learn the basics of classification models. You'll train several types of classification models and evaluation the results.
完成時間為 4 小時
6 個視頻 （總計 45 分鐘）, 7 個閱讀材料, 2 個測驗
完成時間為 8 小時
Applying the Supervised Machine Learning Workflow
In this module you'll apply the complete supervised machine learning workflow. You'll use validation data inform model creation. You'll apply different feature selection techniques to reduce model complexity. You'll create ensemble models and optimize hyperparameters. At the end of the module, you'll apply these concepts to a final project.
完成時間為 8 小時
9 個視頻 （總計 49 分鐘）, 5 個閱讀材料, 3 個測驗
完成時間為 5 小時
Advanced Topics and Next Steps
完成時間為 5 小時
5 個視頻 （總計 26 分鐘）, 7 個閱讀材料, 2 個測驗
審閱
來自PREDICTIVE MODELING AND MACHINE LEARNING WITH MATLAB的熱門評論
由 SS 提供2020年9月13日
Extremely helpful and interesting course. The basic concepts and further learnings are well addressed by the instructors.\n\nHighly recommended course for Machine Learning.
由 AM 提供2020年11月6日
Outstanding course with real practical study case and easy to understand approach to build ML models and deploy it for production for end-user. Good job MathWorks.
由 AH 提供2020年9月10日
Very practical, but still high-level view to manage such projects. Testing was sufficient to test a full understanding. Thanks, I learnt a lot.
由 YY 提供2021年4月12日
Very interesting course and it is very practical! It is a great course to learn how to use machine learning as a tool to solve problems!
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?
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