Data Science & AI
advanced
Capstone: Data Science Portfolio Project
A comprehensive course covering Data science capstone. Topics include end-to-end project, data collection, EDA, feature engineering, model building, deployment, presentation, GitHub portfolio, and industry applications. Designed for advanced level learners.
16 hours
3 modules
12 lessons
0 enrolled
Dr
Dr. Priya Patel
Professor of Data Science & Artificial Intelligence
Free
Full access to all course materials
Course Content
Foundations of End-to-end Project
4 lessons
End-to-end Project
33 min
Data Collection
35 min
EDA
34 min
Applying End-to-end Project
23 min
Understanding Feature Engineering
4 lessons
Feature Engineering
20 min
Model Building
29 min
Deployment
26 min
Applying Feature Engineering
30 min
Working with Industry Applications
4 lessons
Presentation
21 min
GitHub Portfolio
29 min
Industry Applications
23 min
Applying Presentation
25 min