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Overview
By the end of this Investment Management with Python and Machine Learning Specialization course offered by Coursera in partnership with EDHEC Business School, 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.
What You Will Learn
- Write custom Python code and use existing Python libraries to build and analyse efficient portfolio strategies.
- Write custom Python code and use existing Python libraries to estimate risk and return parameters, and build better diversified portfolios.
- Learn the principles of supervised and unsupervised machine learning techniques to financial data sets
- Gain an understanding of advanced data analytics methodologies, and quantitative modelling applied to alternative data in investment decisions
Programme Structure
Courses included:
- Portfolio Construction with Python
- Portfolio Analysis with Python
- Python and Machine Learning for Asset Management
- Black-Litterman Portfolio Construction
- Alternative Data Sets
- Python Libraries
Key information
Duration
- Part-time
- 2 months
- 10 hrs/week
Start dates & application deadlines
You can apply for and start this programme anytime.
Language
English
Delivered
Online
- Self-paced
Campus Location
- Mountain View, United States
Disciplines
Investment View 21 other Short Courses in Investment in United StatesWhat students do after studying
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Academic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
We are not aware of any English requirements for this programme.
Other requirements
General requirements
- Beginner Level
- No prior experience required.
- This specialization is aimed at learners with an interest in finance and some programming background who want to develop practical skills in investment management using Python and machine learning techniques for data‑driven portfolio analysis.
Tuition Fees
Additional Details
Course is free for the first 7 days. After 7 days, the course can be accessed with the Coursera Plus Subscription
Funding
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