Using R for Regression and Machine Learning in Investment

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Course Features

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Duration

17 hours

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Mobile, Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Intermediate

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Teaching Type

Self Paced

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Video Content

17 hours

Course Description

The instructor will present various methods of regression in investment problems. She will also discuss logistic, Lasso and Ridge regressions. The instructor will also introduce machine learning concepts. This course can be considered the first step towards using machine learning methods to solve investment problems. This course will not only cover investment analysis, but also teach you how to program R. This course teaches you how to use different regression methods for investment management in your daily job and prepares you for advanced topics in machine-learning.

Course Overview

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International Faculty

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Hands-On Training,Instructor-Moderated Discussions

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Case Studies, Captstone Projects

Skills You Will Gain

What You Will Learn

Distinguishing in-sample and out-of-sample results and leading to well-performing models in a real-life

Familiarizing with most commonly used methodology, regression

Understanding the basic common concept of machine learning

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