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 stars69.43%
- 4 stars20.84%
- 3 stars5.23%
- 2 stars2.40%
- 1 star2.07%
來自数据课程毕业项目的熱門評論
Great course, I learned a great deal about data science. The course is well structured and provide a great overview of the requirement and possibilities of data science.
Could improve on detailing the material , adding more technical stuff, but then again data science is very vast and it is best i the students explore things on their own
Simply brilliant ! Fantastic exposure to Natural Language Processing! Learnt a ton about various NLP algorithms for anyone who aspires to be a Data Scientist !
Well-paced, highly structured Capstone that allowed me to put to the test the skills I honed during the 9 previous courses in the JHU Data Science specialization. Strongly recommended.
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