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.
This course is part of the Practical Data Science with MATLAB Specialization
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Flexible deadlines
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Course 4 of 4 in the
Intermediate Level
Approx. 13 hours to complete
English
Subtitles: English
Skills you will gain
- Data Science
- Predictive Modelling
- Matlab
- Machine Learning
- Data Analysis
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Course 4 of 4 in the
Intermediate Level
Approx. 13 hours to complete
English
Subtitles: English
Offered by
MathWorks
Accelerating the pace of discovery, innovation, development, and learning in engineering and science.
Syllabus - What you will learn from this course
3 hours to complete
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.
3 hours to complete
5 videos (Total 15 min), 6 readings, 2 quizzes
2 hours to complete
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.
2 hours to complete
1 video (Total 3 min), 3 readings, 2 quizzes
5 hours to complete
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.
5 hours to complete
2 videos (Total 5 min), 3 readings, 2 quizzes
3 hours to complete
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.
3 hours to complete
2 videos (Total 8 min), 2 readings
Reviews
- 5 stars76.47%
- 4 stars17.64%
- 3 stars5.88%
TOP REVIEWS FROM DATA SCIENCE PROJECT: MATLAB FOR THE REAL WORLD
by MAMar 28, 2021
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
by ANApr 14, 2021
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.
by JDFeb 11, 2021
Very good course, but it requires a lot more of time dedication compared to the previous courses.
by ASJan 26, 2021
A very good project on classification problems. Thank you so much!
About the Practical Data Science with MATLAB Specialization
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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