Using R for Regression and Machine Learning in Investment at Sungkyunkwan University, Seoul
Intermediate
Online
2 Weeks
Free
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Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
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English | Self Study | Video and Text Based |
Courses and Certificate Fees
Fees Informations | Certificate Availability | Certificate Providing Authority |
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INR 2216 | 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
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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
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Practice Exercise