ML Alpha

ML Alpha – Data, AI Tools and Community for Smarter Investing is a platform that combines AI-powered tools, data, and a community marketplace to help investors make data-driven decisions. It offers access to ML-ready datasets, AI scores for stock analysis, backtesting, portfolio insights, and a social marketplace where top performers share portfolios and insights. The service emphasizes transparency, community collaboration, and scalable AI-driven investment workflows for users ranging from beginners to professionals.

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How ML Alpha Works

1. AI Scores and Insights: Use ML Alpha Scores (Short Term, Mid Term, Long Term, Dividend, and Safety) derived from multiple ML models that analyze fundamental, technical, and contextual factors.
2. Data and Backtesting: Access historical datasets (25+ years) and backtest strategies to evaluate performance before deployment.
3. Portfolio Insights: Create, track, and gain insights into your portfolios using AI-driven metrics. Follow portfolios from top performers in the Marketplace and receive real-time updates.
4. ML-ready Datasets: Train your own models with curated datasets used to power ML Alpha models. Validate predictions by testing against historical data.
5. Community and Marketplace: Engage with a community of investors and data scientists, discover performance-verified portfolios, and monetize insights via the marketplace.

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Tools and Features

• AI-powered screening for fundamental and technical data on +5000 US companies with long historical coverage.
• AI Top Picks to simplify stock selection aligned with your goals.
• AI Financial Expert for company financial state overview.
• Data Science Studio to build and train your own ML models.
• Backtesting capabilities to test investment approaches.
• Portfolio Insights to track performance with ML Alpha Scores.
• Marketplace to follow top-performing portfolios and receive live updates.
• Non-editable historical performance for transparent, real-time decision basis.
• Ability to monetize insights by gaining followers and offering paid access via the marketplace.
• Focus on data-driven, transparent scoring with an emphasis on avoiding emotional biases.

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How It Works

• Access ML-ready datasets and AI scores to evaluate companies.
• Build or backtest investment strategies using the platform’s tools.
• Create and manage portfolios, and follow portfolios from other users in real time.
• Leverage the community to gain insights from seasoned investors and data scientists.

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Safety and Limitations

• ML Alpha Scores are data-driven indicators and not guaranteed predictors of future performance.
• All investments carry risk; users should diversify and seek professional financial advice as needed.
• The platform focuses on US stocks (as of current scope).

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Core Features

• AI Scores for Short/Medium/Long-Term performance, Dividend potential, and Safety risk
• Access to +5000 US stocks with 25+ years of historical data
• Backtesting for validating strategies before live use
• Data Science Studio to train and test custom ML models
• Portfolio Insights with real-time updates and AI-assisted analytics
• Marketplace to discover and follow performance-verified portfolios
• Transparent, data-driven scoring with user-friendly visualization
• Ability to monetize insights via paid followers in the marketplace