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Why I Stopped Glorifying Algorithmic Trading After Testing 47 Strategies
Jul 24, 2025

Why I Stopped Glorifying Algorithmic Trading After Testing 47 Strategies

Lessons from trying to beat the market

Ayrat Murtazin
Ayrat Murtazin
FinanceFinance
+2+2
I Backtested the 200-Day Moving Average Strategy on 10 Big Tech Stocks
Jul 23, 2025

I Backtested the 200-Day Moving Average Strategy on 10 Big Tech Stocks

Does the 200-Day MA Actually Beat Buy and Hold?

Ayrat Murtazin
Ayrat Murtazin
FinanceFinance
+2+2
How I Optimized a Bitcoin Rate of Change Trading Strategy Using Bayesian Optimization
Jul 22, 2025

How I Optimized a Bitcoin Rate of Change Trading Strategy Using Bayesian Optimization

Can AI Beat Buy & Hold on Bitcoin? I Tried It, and Here’s What I Found

Ayrat Murtazin
Ayrat Murtazin
FinanceFinance
+2+2
Sharpe Ratio vs Return: I Optimized a Trading Strategy for Both So You Don’t Have To
Jul 19, 2025

Sharpe Ratio vs Return: I Optimized a Trading Strategy for Both So You Don’t Have To

What NVDA Taught Me About Strategy Optimization and Holding On

Ayrat Murtazin
Ayrat Murtazin
FinanceFinance
+2+2
Easily Optimize a Stock Portfolio using PyPortfolioOpt in Python
Jul 12, 2025

Easily Optimize a Stock Portfolio using PyPortfolioOpt in Python

How to obtain stock data, analyze it and use PyPortfolioOpt to optimize a portfolio for max Sharpe ratio

Ayrat Murtazin
Ayrat Murtazin
FinanceFinance
+2+2
I Put the Two Most Popular Trading Strategies to the Test with Bayesian Optimization
Jul 11, 2025

I Put the Two Most Popular Trading Strategies to the Test with Bayesian Optimization

Can These Strategies Beat the Market?

Ayrat Murtazin
Ayrat Murtazin
FinanceFinance
+2+2
Predicting Stock Price Direction Using Decision Trees and Technical Indicators
Jul 09, 2025

Predicting Stock Price Direction Using Decision Trees and Technical Indicators

Combining Data Science and Technical Analysis for Stock Market Predictions

Ayrat Murtazin
Ayrat Murtazin
FinanceFinance
+1+1
The Anatomy of the Covid-19 Market Crash
Jul 08, 2025

The Anatomy of the Covid-19 Market Crash

How the 2020 Crash Exposed the Mechanics of Panic, Volatility, and Sector Divergence

Ayrat Murtazin
Ayrat Murtazin
FinanceFinance
+2+2
Can Genetic Algorithms Beat Buy and Hold? A Test on the S&P 500
Jul 06, 2025

Can Genetic Algorithms Beat Buy and Hold? A Test on the S&P 500

The Short Answer is Yes, And It Only Took 3 Trades

Ayrat Murtazin
Ayrat Murtazin
FinanceFinance
+2+2
I Used Bayesian Optimization to Optimize a Trading Strategy on the Top 10 Most Active Stocks
Jul 05, 2025

I Used Bayesian Optimization to Optimize a Trading Strategy on the Top 10 Most Active Stocks

How randomness becomes structure through density functions, stochastic processes, and PDEs

Ayrat Murtazin
Ayrat Murtazin
FinanceFinance
+2+2
Transition Densities and Partial Differential Equations in Quantitative Finance
Jul 03, 2025

Transition Densities and Partial Differential Equations in Quantitative Finance

How randomness becomes structure through density functions, stochastic processes, and PDEs

Ayrat Murtazin
Ayrat Murtazin
FinanceFinance
+2+2
Understanding European and American Options: A Quantitative Approach
Jul 02, 2025

Understanding European and American Options: A Quantitative Approach

Ayrat Murtazin
Ayrat Murtazin
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