The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Projects will be drawn from real-world problems and will be conducted with industry, government, and academic partners.
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課程信息
您將學到的內容有
Create a useful data product for the public
Apply your exploratory data analysis skills
Build an efficient and accurate prediction model
Produce a presentation deck to showcase your findings
您將獲得的技能
- Data Science
- Machine Learning
- R Programming
- Natural Language Processing
提供方

约翰霍普金斯大学
The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.
授課大綱 - 您將從這門課程中學到什麼
Overview, Understanding the Problem, and Getting the Data
This week, we introduce the project so you can get a clear grip on the problem at hand and begin working with the dataset.
Exploratory Data Analysis and Modeling
This week, we move on to the next tasks, exploratory data analysis and modeling. You'll also submit your milestone report and review submissions from your classmates.
Prediction Model
This week, you'll build and evaluate your prediction model. The goal is to make your model efficient and accurate.
Creative Exploration
This week's goal is to improve the predictive accuracy while reducing computational runtime and model complexity.
審閱
- 5 stars69.52%
- 4 stars20.73%
- 3 stars5.24%
- 2 stars2.41%
- 1 star2.08%
來自数据课程毕业项目的熱門評論
The content of this course is very good and the assignments test the knowledge gained The video lectures are some times boring, losing focus.\n\nI think video lectures need some improvement
Wow i finally managed to finish the specialization!! definitely learned a lot and also found out difficulties in building predictors by trying to balancing speed, accuracy and memory constraints!!!
This class was a huge challenge for me, but it pushed me to learn a whole lot and practice many of the skills that I had learned in previous courses! I had a lot of fun, too. Thanks!
Great finish to an excellent specialisation. It's actually opened up some excellent career options for me and I am very grateful to the instructions and Coursera for providing the platform.
常見問題
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我订阅此专项课程后会得到什么?
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