Python for Finance
8 posts
Reinforcement Learning
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Deep Reinforcement Learning for Trading with TensorFlow 2.0
In this article we look at how to build a reinforcement learning trading agent with deep Q-learning using TensorFlow 2.0.…
Quantitative Finance
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Introduction to Markowitz Portfolio Optimization and the Efficient Frontier
In this article, we discuss two key concepts in portfolio optimization: Markovitz optimization and the Efficient Frontier.…
Python for Finance
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Python for Finance: Data Visualization
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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Python for Finance: Portfolio Optimization
In this guide, we discuss portfolio optimization with Python. Topics covered include the Sharpe ratio, portfolio allocation, and portfolio optimization.…
Python for Finance
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Introduction to the Capital Asset Pricing Model (CAPM) with Python
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.…
Python for Finance
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Introduction to Algorithmic Trading with Quantopian
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: Time Series Analysis
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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Introduction to Python for Finance and Algorithmic Trading
In this guide we introduce the fundamentals of Python programming for finance, including two key Python libraries: NumPy and Pandas.…