The practice of investment management has been transformed in recent years by computational methods. Instead of merely explaining the science, we help you build on that foundation in a practical manner, with an emphasis on the hands-on implementation of those ideas in the Python programming language. In this course, we cover the estimation, of risk and return parameters for meaningful portfolio decisions, and also introduce a variety of state-of-the-art portfolio construction techniques that have proven popular in investment management and portfolio construction due to their enhanced robustness.
Advanced Portfolio Construction and Analysis with Python
Advanced Portfolio Construction and Analysis with Python
This course is part of Investment Management with Python and Machine Learning Specialization
Instructors: Claudia Carrone
23,675 already enrolled
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Gain insight into a topic and learn the fundamentals.
4.7
(504 reviews)
Intermediate level
Some related experience required
12 hours to complete
3 weeks at 4 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
Analyze style and factor exposures of portfolios
Implement robust estimates for the covariance matrix
Implement Black-Litterman portfolio construction analysis
Implement a variety of robust portfolio construction models
Skills you'll gain
Details to know
Shareable certificate
Add to your LinkedIn profile
Assessments
4 assignments
Taught in English
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This course is part of the Investment Management with Python and Machine Learning Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There are 4 modules in this course
What's included
9 videos3 readings1 assignment1 discussion prompt1 ungraded lab
What's included
7 videos1 reading1 assignment1 discussion prompt
What's included
7 videos3 readings1 assignment1 discussion prompt
What's included
7 videos4 readings1 assignment1 discussion prompt
Instructors
Instructor ratings
4.9 (123 ratings)Offered by
Recommended if you're interested in Finance
EDHEC Business School
The Hong Kong University of Science and Technology
EDHEC Business School
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4.7
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Showing 3 of 504
RP
5
Reviewed on Jul 15, 2020
Again, both instructors built on the first course, were crystal clear, and made the course enjoyable to both watch and implement the learnings.
RS
5
Reviewed on Feb 27, 2021
Great course, nice balance between the theory (which is well explained) and the practical (python jupyter notebooks where you need to explore to gain a good understanding)
LB
4
Reviewed on May 2, 2022
The first course contained much more relevant code to the theory, but basically it is very informative and I know this leds to a higher purpose (next courses). I like the style of the instructors.
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