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Using R for Regression and Machine Learning in Investment
By Sungkyunkwan University, Seoul via Coursera
Intermediate
Online
2 Weeks
Free Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 2421 | yes | Coursera |
The Syllabus
Videos
- Brief History on Investing, Machine Learning and Alternative Data
- Ingredients for Maching Learning Based Investment
- Big Picture of Alorithm-Driven Investment
- Understanding the Characteristics of Factors
- Understanding Machine Learning Concepts
Readings
- Learning Content
- References
- Learning Content
- References
- Learning Content
- Learning Content
- References
- Learning Content
- References
Videos
- Handling Data with Different Frequencies
- Analyzing Data Using Fama-Macbeth Regression
- Predictive Models
- Making a Model that Performs Well in Real Life
- Logistic Regression - Solving Classification Problems
Readings
- Learning Content
- References
- Learning Content
- References
- Learning Content
- References
- Learning Content
- References
- Learning Content
- References
Practice Exercise
- Macro factor model
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