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.
이 강좌는 Investment Management with Python and Machine Learning 특화 과정의 일부입니다.
제공자:

이 강좌에 대하여
배울 내용
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
귀하가 습득할 기술
- Programming skills
- Managing your own personal invetsments
- Investment management knowledge
- Computer Science
- Expertise in data science
제공자:

EDHEC 경영대학원
Founded in 1906, EDHEC is now one of Europe’s top 15 business schools .
강의 계획표 - 이 강좌에서 배울 내용
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
검토
- 5 stars23.61%
- 4 stars14.58%
- 3 stars25.69%
- 2 stars18.40%
- 1 star17.70%
PYTHON AND MACHINE LEARNING FOR ASSET MANAGEMENT 의 최상위 리뷰
Good overview on Machine Learning techniques, need for some basic knowledge in statistics and Python for an optimized experience.
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!
Very nice course sharing many types of knowledges around data / cleaning / type of data / several algorithms / organised Python coding
Please consider adding additional videos for the lab sessions, as one can not gain the Machine Learning python coding skills from PPT slides!
Investment Management with Python and Machine Learning 특화 과정 정보
The Data Science and Machine Learning for Asset Management Specialization has been designed to deliver a broad and comprehensive introduction to modern methods in Investment Management, with a particular emphasis on the use of data science and machine learning techniques to improve investment decisions.By the end of this specialization, you will have acquired the tools required for making sound investment decisions, with an emphasis not only on the foundational theory and underlying concepts, but also on practical applications and implementation. 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 through a series of dedicated lab sessions.

자주 묻는 질문
강의 및 과제를 언제 이용할 수 있게 되나요?
이 전문 분야를 구독하면 무엇을 이용할 수 있나요?
재정 지원을 받을 수 있나요?
궁금한 점이 더 있으신가요? 학습자 도움말 센터를 방문해 보세요.