Foundations of Financial Analysis - Python Tools for Investors
Created by John Bura
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Skill level
All levels
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Sections
4
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Lectures
17
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Instructor
John Bura
What's inside
This course includes.
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4
Sections
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17
Lectures
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17
Resources
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
Included
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Course content
Curriculum & lectures.
+ 01 Introduction to Algorithmic Trading 1 lecture
Introduction to Algorithmic Trading
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+ 02 Compute returns from prices 4 lectures
01 Calculate Stock Returns with Python
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02b Use Pandas DataFrame for Multiple Stocks
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03b Read Data from a CSV File in Python
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04b Compound and Annualize Returns in Python
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+ 03 Analyze Volatility and Returns of Stock Portfolios 4 lectures
01b Clean and visualize data with Python
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02b Calculate volatility with Python
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03b Annualize volatility and returns in Python
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04b Calculate Sharpe Ratio for risk-adjusted return in Python
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+ Python for Investors - Optimizing Stock Portfolios with Efficient Frontier Analysis 8 lectures
01 Load Industry Portfolio Monthly Returns mock data in Python
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02 Calculate Annualized Returns and Covariance
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03 Define weights
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04 Calculate portfolio returns
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05 Calculate portfolio volatility
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06 Visualize Efficient Frontier
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07 Plot the Capital Market Line in Python
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08 Visualize tangency portfolio in Python
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Instructors
Taught by people who ship.
John Bura
Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.
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