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Coursera

Investment Management with Python and Machine Learning

EDHEC Business School via Coursera Specialization

Overview

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.

Syllabus

Course 1: Introduction to Portfolio Construction and Analysis with Python
- Offered by EDHEC Business School. The practice of investment management has been transformed in recent years by computational methods. This ... Enroll for free.

Course 2: Advanced Portfolio Construction and Analysis with Python
- Offered by EDHEC Business School. The practice of investment management has been transformed in recent years by computational methods. ... Enroll for free.

Course 3: Python and Machine Learning for Asset Management
- Offered by EDHEC Business School. This course will enable you mastering machine-learning approaches in the area of investment management. It ... Enroll for free.

Course 4: Python and Machine-Learning for Asset Management with Alternative Data Sets
- Offered by EDHEC Business School. Over-utilization of market and accounting data over the last few decades has led to portfolio crowding, ... Enroll for free.

Courses

Taught by

Gideon OZIK, John Mulvey - Princeton University, Lionel Martellini, PhD, Sean McOwen and Vijay Vaidyanathan, PhD

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