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Engineering Alpha

Sofien Kaabar, CFA
Tens of paid subscribers

Sharing in-depth machine learning, quantitative, and technical market knowledge.

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Substack
PricingFreemiumPublishesDaily
Issues1595Founded5 years agoLast Issue5 days ago
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Latest Issues

Histogram-Based Gradient Boosting Regression Tree for Time Series Forecasting

Presenting and Coding a Machine Learning Model on Time Series

This article will discuss a machine learning model referred to as Histogram-Based Gradient Boosting Regressor. We will download a time series from an online source, transform it...

5 days ago
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Yang-Zhang Volatility in Python

How to Code Yang-Zhang Volatility For Time Series Analysis

The Yang-Zhang volatility estimator is a measure of historical volatility that combines the advantages of both the Rogers-Satchell and Garman-Klass estimators. It is particularly u...

6 days ago
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Different Ways to Normalize Time Series

Time series data has one job: describe how something changes over time. But raw values rarely play nice. Units vary. Magnitudes drift. Outliers throw elbows. Before modeling or comparing signals, you usually need to normalize the data. The...

7 days ago
2

Moon Phases in Trading - A Deep Dive

Among the more unconventional trading techniques some people use is moon phases, which is based on the belief that lunar cycles influence financial markets. This idea stems from financial astrology, which asserts that celestial bodies impac...

8 days ago
1

Rest Your Eyes and Listen to the Market

Using Soundwaves to Understand the Market

Modern trading is brutally visual. Screens glow all day with flickering candles, flashing indicators, heat maps, and numbers fighting for attention. We stare, squint, zoom in, zoom out. After hours...

11 days ago
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  • Sofien Kaabar, CFA

    Founder of Quant Atlas - Systematic Market Forecasts www.quant-atlas.com

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