Harvard University - Capstone: Data Science Problem in Linear Algebra Framework
- Offered byCoursera
- Public/Government Institute
Capstone: Data Science Problem in Linear Algebra Framework at Coursera Overview
Duration | 9 hours |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
- Overview
- Highlights
- Course Details
- Curriculum
Capstone: Data Science Problem in Linear Algebra Framework at Coursera Highlights
- Earn a Certificate upon completion
Capstone: Data Science Problem in Linear Algebra Framework at Coursera Course details
- In this course, you'll review the specifics of the Capstone project
- In addition, you will create and run your regression model and share your results with your peers
Capstone: Data Science Problem in Linear Algebra Framework at Coursera Curriculum
Introduction to Specialization and Course
Introduction to Specialization
Course Introduction
Instructor Introduction
Introduction to Capstone Project
Welcome to Capstone: Representing a Data Science Problem in the Linear Algebra Framework
Data Wrangling & Using the PCA Function
Task 1: Use Data Wrangling on Your Dataset
Task 2: Use Principal Component Analysis (PCA) to Reduce the Number of Dimensions
Run Your Model and Interpret Your Results
Task 3: Run a Regression Model
Real World Problem Using Linear Regression Modeling Part 1
Task 4: Interpreting Results from a Linear Regression Model
Real-World Problem Using Linear Regression Modeling Part II
Peer Review: Interpreting Results Using Your Model
How to Combine Tasks 1-4 to Make Your Capstone Project
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