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+2

Predicting Stock Prices with Python and Monte Carlo Simulation
LockSimple

Sep 11, 2025

•

17 min read

Predicting Stock Prices with Python and Monte Carlo Simulation

Using Python to explore probability, risk, and realistic stock price forecasts.

Ayrat Murtazin
Ayrat Murtazin

Finance

+2

Is News Sentiment the Missing Edge? Backtested Spoiler Alert... Yes!

Sep 10, 2025

•

20 min read

Is News Sentiment the Missing Edge? Backtested Spoiler Alert... Yes!

What if you could measure market emotions and trade on them?

Ayrat Murtazin
Ayrat Murtazin

Finance

+3

How Quants Made 4,144% Returns in 2020 While Markets Crashed: The Heston Model Edge

Sep 9, 2025

•

13 min read

How Quants Made 4,144% Returns in 2020 While Markets Crashed: The Heston Model Edge

The mathematical model that revealed volatility’s true nature — and turned market panic into massive profits

Ayrat Murtazin
Ayrat Murtazin

Finance

+2

Optimizing a Rate of Change Trading Strategy with Bayesian Methods

Sep 8, 2025

•

13 min read

Optimizing a Rate of Change Trading Strategy with Bayesian Methods

A practical walkthrough of combining technical indicators and machine learning to refine trading decisions

Ayrat Murtazin
Ayrat Murtazin

Finance

+2

A Simple Long Momentum Portfolio Strategy: 15% to 2400% Annual Return

Sep 7, 2025

•

10 min read

A Simple Long Momentum Portfolio Strategy: 15% to 2400% Annual Return

Ayrat Murtazin
Ayrat Murtazin

Finance

+2

Important Trading Metrics (Not Only Win-Rate And Why You Need To Track Them All)

Sep 5, 2025

•

11 min read

Important Trading Metrics (Not Only Win-Rate And Why You Need To Track Them All)

Ayrat Murtazin
Ayrat Murtazin

Finance

+2

Backtest result for Larry Connors "Double 7" Strategy

Sep 4, 2025

•

8 min read

Backtest result for Larry Connors "Double 7" Strategy

Ayrat Murtazin
Ayrat Murtazin
Time Series Forecasting with Darts: A Powerful Python library for Forecastings

Sep 3, 2025

•

13 min read

Time Series Forecasting with Darts: A Powerful Python library for Forecastings

Advanced time series forecasting techniques that transform data into predictive insights 🚀📊

Ayrat Murtazin
Ayrat Murtazin

Finance

+2

Predicting Natural Gas Purchase Prices Using Linear Regression

Sep 2, 2025

•

11 min read

Predicting Natural Gas Purchase Prices Using Linear Regression

Ayrat Murtazin
Ayrat Murtazin
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