Investment Management with Python and Machine Learning Specialization
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Investment Management with Python and Machine Learning Specialization
Instructors: Sean McOwen
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Beginner level
No prior experience required
2 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
What you'll 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
Skills you'll gain
- Text Mining
- Data Visualization Software
- Predictive Modeling
- Statistical Machine Learning
- Applied Machine Learning
- Return On Investment
- Portfolio Risk
- Investments
- Machine Learning Methods
- Web Scraping
- Market Data
- Network Analysis
- Financial Statement Analysis
- Financial Data
- Risk Management
- Asset Management
- Finance
- Investment Management
- Portfolio Management
- Unstructured Data
Details to know
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Taught in English
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- Develop a deep understanding of key concepts
- Earn a career certificate from EDHEC Business School
Specialization - 4 course series
Introduction to Portfolio Construction and Analysis with Python
Course 1, 25 hours
Advanced Portfolio Construction and Analysis with Python
Course 2, 12 hours
Python and Machine Learning for Asset Management
Course 3, 16 hours
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