Automate Financial Analysis with Python, NumPy and Pandas
Stop waiting for your spreadsheet to unfreeze. Master the stack of modern financial analysis.
01
Skill level
All levels
02
Sections
3
03
Lectures
16
04
Instructor
Team Mammoth
What's inside
This course includes.
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3
Sections
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16
Lectures
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16
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.
+ 00 Introduction to Algorithmic Trading 1 lecture
Introduction
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+ 01 Compute returns from prices 8 lectures
Stock Prices and Calculating Returns
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01 Calculate Stock Returns with Python
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02a Stock Analysis with Pandas
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02b Use Pandas DataFrame for Multiple Stocks
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03a Analyzing CSV Data
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03b Read Data from a CSV File in Python
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04a Compounding and Annualizing Returns
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04b Compound and Annualize Returns in Python
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+ 02 Analyze Volatility and Returns of Stock Portfolios 7 lectures
01a Understanding stock portfolio data
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01b Clean and visualize data with Python
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02a Understanding volatility and standard deviation
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02b Calculate volatility with Python
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03a Annualized volatility
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03b Annualize volatility and returns in Python
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04a Calculate Sharpe Ratio for risk-adjusted return in Python
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Description
About this course.
Excel is great, but it has limits. Break through those limits by using Python, NumPy, and Pandas to handle financial data at massive scale.
• Process millions of rows of market data in seconds.
• Calculate complex financial metrics like volatility and returns instantly.
• Automate the cleaning and formatting of messy financial reports.
✔️ Lifetime access
✔️ Source files included
✔️ Human-made HD video and crystal-clear audio
Ready to start building?
Stop waiting for your spreadsheet to unfreeze. Master the stack of modern financial analysis.