Python for Finance

7 posts
Python for Finance
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Introduction to the Capital Asset Pricing Model (CAPM) with Python

Peter Foy
Peter Foy
In this article, we'll review the theory and intuition of the Capital Asset Pricing Model (CAPM) and then discuss how to calculate it with Python.…
Reinforcement Learning
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Deep Reinforcement Learning for Trading with TensorFlow 2.0

Peter Foy
Peter Foy
In this article we look at how to build a reinforcement learning trading agent with deep Q-learning using TensorFlow 2.0.…
Python for Finance
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Introduction to Algorithmic Trading with Quantopian

Peter Foy
Peter Foy
In this article we introduce the Quantopian trading platform for developing and backtesting trading algorithms with Python.…
Python for Finance
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Python for Finance: Portfolio Optimization

Peter Foy
Peter Foy
In this guide we discussed portfolio optimization with Python. Topics covered include the Sharpe ratio, portfolio allocation, and portfolio optimization.…
Python for Finance
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Python for Finance: Time Series Analysis

Peter Foy
Peter Foy
In this article we review time series analysis with Python. In particular, we review Pandas for time series data and time series analysis techniques…
Python for Finance
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Python for Finance: Data Visualization

Peter Foy
Peter Foy
Data visualization is an essential step in quantitative analysis. In this guide we introduce the most popular data visualization libraries in Python.…
Python for Finance
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Introduction to Python for Finance and Algorithmic Trading

Peter Foy
Peter Foy
In this guide we introduce the fundamentals of Python programming for finance, including two key Python libraries: NumPy and Pandas.…