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How to Predict Stock Movements Using Random Forest Model?

How to Predict Stock Movements Using Random Forest Model?

Sep 30, 2025

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12 min read

I Tried the Ichimoku Cloud Trading Strategy and This Is What Happened

I Tried the Ichimoku Cloud Trading Strategy and This Is What Happened

A Beginner’s Guide to One of the Most Powerful and Underappreciated Technical Indicators

Sep 25, 2025

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16 min read

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

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

Sep 8, 2025

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13 min read

🧭 5 Most Predictable Aussie Stocks Right Now!

🧭 5 Most Predictable Aussie Stocks Right Now!

Mar 10, 2025

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10 min read

Statistical Arbitrage in Python: How Ken Griffin Built a Fortune

Statistical Arbitrage in Python: How Ken Griffin Built a Fortune

LockSimple

Mar 3, 2025

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14 min read

Mastering MACD: 5 Killer MACD Trading Strategies

Mastering MACD: 5 Killer MACD Trading Strategies

LockSimple

Feb 28, 2025

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16 min read

Beyond Bull and Bear: Unveiling Hidden Market Regimes with Advanced Clustering

Beyond Bull and Bear: Unveiling Hidden Market Regimes with Advanced Clustering

Feb 24, 2025

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13 min read

📈 Stock Trends with Money Flow Index (MFI) 🚀

📈 Stock Trends with Money Flow Index (MFI) 🚀

Feb 12, 2025

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8 min read

Automated Detection of Support and Resistance Levels in Python

Automated Detection of Support and Resistance Levels in Python

Mapping Market Psychology

Feb 10, 2025

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13 min read

Algorithmic Trading Compliance and Market Regulation: Navigating with Python

Algorithmic Trading Compliance and Market Regulation: Navigating with Python

Feb 7, 2025

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14 min read

A Guide to Identifying Candlestick Patterns in Python using Ta-Lib and Custom Formulas

A Guide to Identifying Candlestick Patterns in Python using Ta-Lib and Custom Formulas

Jan 31, 2025

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11 min read

Visualizing Stock News Volume with Python Bubble Charts

Visualizing Stock News Volume with Python Bubble Charts

Jan 29, 2025

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9 min read

Building a Smart Portfolio Manager: Combining Hierarchical Risk Clustering with Long/Short Strategies

Building a Smart Portfolio Manager: Combining Hierarchical Risk Clustering with Long/Short Strategies

LockSimple

Jan 28, 2025

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6 min read

Unlocking Stock Trading Insights: Using the Volume Ratio for Smarter Decision-Making with Python”

Unlocking Stock Trading Insights: Using the Volume Ratio for Smarter Decision-Making with Python”

Leveraging Volume Ratios to Identify Market Momentum and Predict Price Movements in Stock Trading

Jan 17, 2025

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11 min read

Beginner’s Guide to Trading Strategies with Python Code Examples

Beginner’s Guide to Trading Strategies with Python Code Examples

Jan 15, 2025

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9 min read

Building A Pairs-Trading Strategy With Python From Scratch

Building A Pairs-Trading Strategy With Python From Scratch

Identifying Profitable Stock Pairs Using the Distance Method

Jan 10, 2025

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8 min read

I Tested This Strategy on the 100 Largest US Companies - Here Are the Results

I Tested This Strategy on the 100 Largest US Companies - Here Are the Results

Jan 8, 2025

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13 min read

The Right Season For Trading Or When You Should Invest

The Right Season For Trading Or When You Should Invest

Discover the seasonal trading and investing strategy that has consistently earned me profits for over 5 years.

LockSimple

Jan 7, 2025

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7 min read

Enhancing EMA Cross Strategies with AI: An AMZN Case Study

Enhancing EMA Cross Strategies with AI: An AMZN Case Study

Jan 6, 2025

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11 min read

Forecasting AAPL Stock Prices: Optimizing ARIMA Models with Hyperparameter Tuning for Improved Accuracy

Forecasting AAPL Stock Prices: Optimizing ARIMA Models with Hyperparameter Tuning for Improved Accuracy

Dec 24, 2024

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12 min read

Pair Trading with AAPL and MSFT: A Statistical Arbitrage Strategy using Linear Regression

Pair Trading with AAPL and MSFT: A Statistical Arbitrage Strategy using Linear Regression

Dec 23, 2024

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13 min read

Meet the 121 Model: An LSTM-Driven Cointegration Strategy for High-Yield Trading

Meet the 121 Model: An LSTM-Driven Cointegration Strategy for High-Yield Trading

Dec 22, 2024

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13 min read

From $500 to $800: A Mean Reversion Trading Strategy with LSTM Networks

From $500 to $800: A Mean Reversion Trading Strategy with LSTM Networks

Dec 21, 2024

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16 min read

The Black-Litterman Model: A smart integration of our market view

The Black-Litterman Model: A smart integration of our market view

Dec 17, 2024

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10 min read

Future Stock Price Movements with Historical & Implied Volatility using Python and Monte Carlo

Future Stock Price Movements with Historical & Implied Volatility using Python and Monte Carlo

Dec 13, 2024

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18 min read

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