About this Specialization
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.
| From | EDHEC Business School via Coursera |
|---|---|
| Hours | 56 |
| Instructors | Lionel Martellini, PhD, Vijay Vaidyanathan, PhD, Claudia Carrone, John Mulvey - Princeton University, Gideon OZIK, Sean McOwen |
| Language | English |
| Subjects | Data Science Business |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
AD, Data Science $47k
Associate Data Science Supervisor $55k
Science writer / data analyst $63k
Genomic Data Science Programmer $75k
Volunteer Director of Data Science $78k
Expert Data Science Supervisor $79k
Supervisor 1 Data Science Supervisor $91k
Guest Director of Data Science $101k
Data Science Architect $105k
Head of Data Science $131k
Assistant Director 1 of Data Science $133k
Owner Director of Data Science $149k
Courses in this Specialization
Listed in the order in which they should be taken
| Starts | Course Information | |
|---|---|---|
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Jul |
Introduction to Portfolio Construction and Analysis with Python The practice of investment management has been transformed in recent years by computational methods. This course provides an introduction to the underlying science, with the aim... Coursera | EDHEC Business School |
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Jul |
Advanced Portfolio Construction and Analysis with Python The practice of investment management has been transformed in recent years by computational methods. Instead of merely explaining the science, we help you build on that foundation... Coursera | EDHEC Business School |
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Jul |
Python and Machine Learning for Asset Management 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... Coursera | EDHEC Business School |
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Jul |
Python and Machine-Learning for Asset Management with Alternative Data Sets Over-utilization of market and accounting data over the last few decades has led to portfolio crowding, mediocre performance and systemic risks, incentivizing financial... Coursera | EDHEC Business School |
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| From | EDHEC Business School via Coursera |
|---|---|
| Hours | 56 |
| Instructors | Lionel Martellini, PhD, Vijay Vaidyanathan, PhD, Claudia Carrone, John Mulvey - Princeton University, Gideon OZIK, Sean McOwen |
| Language | English |
| Subjects | Data Science Business |
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
AD, Data Science $47k
Associate Data Science Supervisor $55k
Science writer / data analyst $63k
Genomic Data Science Programmer $75k
Volunteer Director of Data Science $78k
Expert Data Science Supervisor $79k
Supervisor 1 Data Science Supervisor $91k
Guest Director of Data Science $101k
Data Science Architect $105k
Head of Data Science $131k
Assistant Director 1 of Data Science $133k
Owner Director of Data Science $149k
Similar Courses
Sorted by relevance
