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Machine Learning for Crypto Traders: Practical Feature Selection, Validation, and Avoiding Overfitting

Machine Learning for Crypto Traders: Practical Feature Selection, Validation, and Avoiding Overfitting Machine learning promises an edge for crypto trading, from spotting short-term altcoin momen...

Satoshi_BTC December 30, 2025 18 views
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Backtesting Crypto Strategies: Avoiding Pitfalls Unique to 24/7, Fragmented, and Fee‑Heavy Markets

Backtesting Crypto Strategies: Avoiding Pitfalls Unique to 24/7, Fragmented, and Fee‑Heavy Markets Backtesting is the foundation of any data-driven crypto trading process — but doing it well ...

Satoshi_BTC December 21, 2025 26 views
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Realistic Backtesting for Crypto Traders: Modeling Slippage, Fees, Liquidity, and Order Types

Realistic Backtesting for Crypto Traders: Modeling Slippage, Fees, Liquidity, and Order Types Backtesting is a cornerstone of building robust crypto trading strategies — but naive simulations t...

Satoshi_BTC November 24, 2025 36 views
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Backtesting Realistic Execution: Modeling Slippage, Fees, and Liquidity for Robust Crypto Strategy Tests

Backtesting Realistic Execution: Modeling Slippage, Fees, and Liquidity for Robust Crypto Strategy Tests A backtest that ignores execution realities—slippage, order book depth, maker/taker fee...

Satoshi_BTC November 21, 2025 19 views
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Backtesting and Deploying a Market‑Making Strategy on Crypto Exchanges: A Practical Playbook

Backtesting and Deploying a Market‑Making Strategy on Crypto Exchanges: A Practical Playbook Market making can be one of the most consistent ways to generate returns in crypto if executed with...

Satoshi_BTC November 19, 2025 22 views
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Practical Machine Learning for Crypto Trading: A Lightweight, Actionable Playbook

Practical Machine Learning for Crypto Trading: A Lightweight, Actionable Playbook Machine learning (ML) promises better signal extraction from noisy crypto markets, but many traders get bogged d...

Satoshi_BTC November 19, 2025 22 views
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Practical Machine Learning Filters for Crypto Trading: From Features to Live Signals

Practical Machine Learning Filters for Crypto Trading: From Features to Live Signals Machine learning (ML) can add a disciplined filter to your crypto trading toolbox — reducing noise, improvin...

Satoshi_BTC November 17, 2025 25 views
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Bridging Backtest-to-Live: Practical Execution Tactics to Turn Crypto Strategies into Real Profits

Bridging Backtest-to-Live: Practical Execution Tactics to Turn Crypto Strategies into Real Profits Most trading strategies look great on paper — elegant entry rules, clean equity curves, and at...

Satoshi_BTC November 16, 2025 19 views
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Pivot Points & Camarilla Levels in Crypto: A Practical Day‑Trading Playbook for 2025

Pivot Points & Camarilla Levels in Crypto: A Practical Day‑Trading Playbook for 2025 Crypto trades around the clock, but price still gravitates to recurring levels where supply and deman...

Satoshi_BTC October 1, 2025 44 views
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