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.
Dieser Kurs ist Teil der Spezialisierung Spezialisierung Investment Management with Python and Machine Learning
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Über diesen Kurs
Was Sie lernen werden
Learn the principles of supervised and unsupervised machine learning techniques to financial data sets
Understand the basis of logistical regression and ML algorithms for classifying variables into one of two outcomes
Utilize powerful Python libraries to implement machine learning algorithms in case studies
Learn about factor models and regime switching models and their use in investment management
Kompetenzen, die Sie erwerben
- Programming skills
- Managing your own personal invetsments
- Investment management knowledge
- Computer Science
- Expertise in data science
Lehrplan - Was Sie in diesem Kurs lernen werden
Introducing the fundamentals of machine learning
Machine learning techniques for robust estimation of factor models
Machine learning techniques for efficient portfolio diversification
Machine learning techniques for regime analysis
Bewertungen
- 5 stars23,35 %
- 4 stars15,78 %
- 3 stars25 %
- 2 stars18,75 %
- 1 star17,10 %
Top-Bewertungen von PYTHON AND MACHINE LEARNING FOR ASSET MANAGEMENT
would be good to focus more on the jupyter notebooks and less on multiple choice. Really interesting notebooks and quite advanced / technical material which deserves more time and coverage.
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!
Please consider adding additional videos for the lab sessions, as one can not gain the Machine Learning python coding skills from PPT slides!
Very nice course sharing many types of knowledges around data / cleaning / type of data / several algorithms / organised Python coding
Über den Spezialisierung Investment Management with Python and Machine Learning

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