Name: Python and Machine Learning for Asset Management
Brand: EDHEC Business School
Availability: OnlineOnly
Rating: 3.1 (137 reviews)

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Learner Reviews & Feedback for Python and Machine Learning for Asset Management by EDHEC Business School

3.1

stars

329 ratings

About the Course

This course will enable you mastering machine-learning approaches in the area of investment management. It has been designed by two thought leaders in their field, Lionel Martellini from EDHEC-Risk Institute and John Mulvey from Princeton University. Starting from the basics, they will help you build practical skills to understand data science so you can make the best portfolio decisions. The course will start with an introduction to the fundamentals of machine learning, followed by an in-depth discussion of the application of these techniques to portfolio management decisions, including the design of more robust factor models, the construction of portfolios with improved diversification benefits, and the implementation of more efficient risk management models. We have designed a 3-step learning process: first, we will introduce a meaningful investment problem and see how this problem can be addressed using statistical techniques. Then, we will see how this new insight from Machine learning can complete and improve the relevance of the analysis. You will have the opportunity to capitalize on videos and recommended readings to level up your financial expertise, and to use the quizzes and Jupiter notebooks to ensure grasp of concept. At the end of this course, you will master the various machine learning techniques in investment management....

Top reviews

Apr 10, 2020

The topics covered in this course are really interesting. I learned a great deal by studying various papers covered in this course - Thank you to both instructors!

May 12, 2022

Very nice course sharing many types of knowledges around data / cleaning / type of data / several algorithms / organised Python coding

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126 - 138 of 138 Reviews for Python and Machine Learning for Asset Management

By Chan C

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Nov 23, 2020

Disappointed with the quality of this course. No depth in using Machine Learning for Asset Management. Lesson and lab sessions are poorly put together. No quality control. Waste of time and money.

By Chen Z

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May 26, 2020

Very bad course for machine learning application part. Feel like I've learned nothing. The lab session has no explanation for the details of ML techinques.

By Jeremy P

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Mar 25, 2021

Very low explanation of function and code although the lab part is the most interesting and most important in my view. MOOC1 and 2 were better on this.