Investment Management with Python and Machine Learning

Completed by Dmitry Petukhov

May 26, 2021

Approximately 17 weeks to complete.

Course Certificates Completed

Introduction to Portfolio Construction and Analysis with Python

Advanced Portfolio Construction and Analysis with Python

Python and Machine Learning for Asset Management

Python and Machine-Learning for Asset Management with Alternative Data Sets

View certificate for Dmitry Petukhov, Investment Management with Python and Machine Learning, offered through Coursera. 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, the student 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 with an emphasis on the hands-on implementation of those ideas in the Python programming language through a series of dedicated lab sessions.

Course Certificates

Earned after completing each course in the Specialization

Introduction to Portfolio Construction and Analysis with Python

EDHEC Business School

Taught by: Vijay Vaidyanathan, PhD & Lionel Martellini, PhD

Completed by: Dmitry Petukhov by April 4, 2021

4 weeks - 4 hours per week

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Advanced Portfolio Construction and Analysis with Python

EDHEC Business School

Taught by: Lionel Martellini, PhD & Vijay Vaidyanathan, PhD

Completed by: Dmitry Petukhov by May 6, 2021

4 weeks, from 3 to 4 hours per week

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Python and Machine Learning for Asset Management

EDHEC Business School

Taught by: John Mulvey - Princeton University & Lionel Martellini, PhD

Completed by: Dmitry Petukhov by May 20, 2021

5 weeks - 2/3 hours per week

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Python and Machine-Learning for Asset Management with Alternative Data Sets

EDHEC Business School

Taught by: Gideon OZIK & Sean McOwen

Completed by: Dmitry Petukhov by May 26, 2021

4 weeks of study, 2 hours per week

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