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Sales Forecast: from Excel to ML in half a year

https://sudonull.com/sales-forecast-from-excel-to-ml-in-half-a-year

How to build a reliable sales forecast for business: backtest, TSMixer, ensemble. Error reduction to 3.2%, increase in top management's trust. For DS specialists.

ML in trading: why it doesn't predict prices

https://sudonull.com/ml-in-trading-why-it-doesn-t-predict-prices

Learn why neural networks don't forecast the stock market, but solve tasks of signal filtering and order execution. Practical tips on ML for algo traders. Avoid errors in data and tests.

AI-workflow for liquidation cascades in trading

https://sudonull.com/ai-workflow-for-liquidation-cascades-in-trading

Automate liquidation cascades analysis with Claude /loop and Pine Script. Monthly strategies with candle dumps and news. Create profitable bots without HOLD — read the guide for middle/senior.

From the web

Trading Strategy Backtester - Backtestor

https://www.backtestor.app/

Test any trading strategy on historical data using plain English. Make rational decisions backed by data, not emotions. Professional-grade backtesting tools that help you make data-driven decisions. Backtest on multiple timeframes simultaneously - from 1-minute to monthly charts.

BacktestingMax - Free Trading Strategy Backtesting Software

https://www.backtestingmax.com/

Backtest over 250 instruments across all major markets with high-precision historical data. Experience advanced bar replay functionality and test strategies in under 5 minutes. No setup, no coding, no complex configuration required.

Welcome - Backtrader

https://www.backtrader.com/

See a quick overview of all the goodies that backtrader has to offer.

Backtester

https://backtester.io/

With Backtester , explore the versatility of testing your strategy across a diverse range of markets, including indices, forex, cryptocurrencies, futures, and stocks. Experience comprehensive analysis and optimization tailored to your trading preferences.

Backtest Portfolio Asset Allocation

https://www.portfoliovisualizer.com/backtest-portfolio

This portfolio backtesting tool allows you to construct one or more portfolios based on the selected mutual funds, ETFs, and stocks. You can analyze and backtest portfolio returns, risk characteristics, style exposures, and drawdowns.

FX Replay | Futures, Forex & Crypto Backtesting Platform

https://fxreplay.com/

Practice on 120+ assets across 6 markets with real historical data. Set the market, review execution, and test with greater precision.

Backtest Your Trading Strategy Online — Free | StratReplay

https://stratreplay.com/

StratReplay is a free online trading strategy backtester . Upload Pine Script files or CSV signals to backtest any strategy on stocks, ETFs, crypto, and forex. Get instant equity curves, drawdown charts, Sharpe ratio, and full trade logs.

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