Like most subjects, practice makes perfect in Data Science. In the capstone project, you will apply the skills learned across courses in the Practical Data Science with MATLAB specialization to explore, process, analyze, and model data. You will choose your own pathway to answer key questions with the provided data.
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課程信息
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第 4 門課程（共 4 門）
中級
完成時間大約為13 小時
英語（English）
字幕：英語（English）
您將獲得的技能
- Data Science
- Predictive Modelling
- Matlab
- Machine Learning
- Data Analysis
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 4 門課程（共 4 門）
中級
完成時間大約為13 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 3 小時
Import and Explore the Data
In this module you'll be introduced to the goals of the capstone project. You will complete the initial task of preparing a data set and performing an exploratory analysis.
完成時間為 3 小時
5 個視頻 （總計 15 分鐘）, 6 個閱讀材料, 2 個測驗
完成時間為 2 小時
Create and Evaluate Features
In this module you'll perform feature engineering. You'll create a response variable and investigate the relationships between features and the response variable.
完成時間為 2 小時
1 個視頻 （總計 3 分鐘）, 3 個閱讀材料, 2 個測驗
完成時間為 5 小時
Apply Machine Learning
In this module you will perform machine learning. You'll train and customize various models. Using validation data and common evaluation metrics you'll choose the most appropriate model for the problem.
完成時間為 5 小時
2 個視頻 （總計 5 分鐘）, 3 個閱讀材料, 2 個測驗
完成時間為 3 小時
Communicate Your Results
In this module, you'll learn a framework for creating a data science story and the importance of crafting your narrative for the intended audience, along with tips for creating meaningful visualizations.
完成時間為 3 小時
2 個視頻 （總計 8 分鐘）, 3 個閱讀材料
審閱
來自DATA SCIENCE PROJECT: MATLAB FOR THE REAL WORLD的熱門評論
由 AN 提供2021年4月14日
I just loved this whole specialization. Thanks, Mathworks and all instructors for these awesome courses. One of the best in Coursera. Looking forward to Deep Learning, CNN courses next from you.
由 MA 提供2021年3月28日
The capstone project gives full autonomy to the learner to execute the project in whichever way he deems good, which is a great learning step in the data science workflow
由 JD 提供2021年2月11日
Very good course, but it requires a lot more of time dedication compared to the previous courses.
由 MS 提供2021年3月13日
Very good course, it was a big challgenge to me. I learned so much. I am very happy
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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