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Algorithmic Trading Strategies

Tracking Congress Stock Trades in Python

Feb 4, 2026

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26 min read

Tracking Congress Stock Trades in Python

Who, What, and When: Transactional-Level Analysis of Senators’ Trades with Accuracy Measuremenets and Trends Through the FMP API and the SEC website

AlgoEdge Insights
AlgoEdge Insights

Algorithmic Trading Strategies

The Right Way to Calculate The Fair Value of Stocks Using DCF

Feb 3, 2026

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39 min read

The Right Way to Calculate The Fair Value of Stocks Using DCF

Simple step-by-step guide on how to estimate the Instrinsic Value of Public Companies Programmatically using the FMP API

AlgoEdge Insights
AlgoEdge Insights

Algorithmic Trading Strategies

Decomposing a Stock’s 5 ROE Drivers

Jan 31, 2026

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31 min read

Decomposing a Stock’s 5 ROE Drivers

Using Advanced DuPont Analysis to Quantify the Impact of Profitability, Asset Turnover, and Leverage on ROE in Python

AlgoEdge Insights
AlgoEdge Insights

Algorithmic Trading Strategies

Identify High Value Stocks with the Piotroski F-Score

Jan 29, 2026

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40 min read

Identify High Value Stocks with the Piotroski F-Score

Step-by-step Guide on Identifying the Nine Fundamental Factors That Separate Great Companies from the Rest in Python

AlgoEdge Insights
AlgoEdge Insights

Algorithmic Trading Strategies

Candlestick Pattern Recognition with YOLO

Jan 28, 2026

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18 min read

Candlestick Pattern Recognition with YOLO

Implementation of a Fine-tuned YOLO Model for Stock Price Patterns Identification. End-to-end Notebook Provided.

AlgoEdge Insights
AlgoEdge Insights

Algorithmic Trading Strategies

Bootstrapping Future Price Movement Probabilities

Jan 27, 2026

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22 min read

Bootstrapping Future Price Movement Probabilities

How Bootstrap and Historical Simulations Help in Predicting Future Market Prices. End-to-end Notebook Provided.

AlgoEdge Insights
AlgoEdge Insights

Market Insights

Moving Averages are Just Fancy Lines on a Chart
LockSimple

Jan 27, 2026

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5 min read

Moving Averages are Just Fancy Lines on a Chart

A Closer Look at the Most Overused Indicator

AlgoEdge Insights
AlgoEdge Insights

Algorithmic Trading Strategies

Can YOLO Predict Stock Market Ups and Downs?

Jan 25, 2026

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16 min read

Can YOLO Predict Stock Market Ups and Downs?

The Application of Computer Vision for Predicting the Market Ups and Downs in Real-Time. End-to-end Solution Included.

AlgoEdge Insights
AlgoEdge Insights

Algorithmic Trading Strategies

Dynamic Stop-Losses with Bayesian Walk-Forward Optimization

Jan 23, 2026

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25 min read

Dynamic Stop-Losses with Bayesian Walk-Forward Optimization

Setting Volatility-Based Stop Losses with Optimized Paramaters

AlgoEdge Insights
AlgoEdge Insights
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