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  1. Machine Learning in Finance: 10 Applications and Use Cases

    Oct 7, 2025 · Learn more about machine learning in finance with this article that covers applications, use cases, and careers. The use of machine learning techniques in the financial …

  2. Nov 27, 2025 · Machine learning (ML) and Deep learning (DL) have changed how financial modeling, forecasting, and decision-making are performed [1]. These methods can learn …

  3. Machine Learning in Finance - Overview, Applications

    Machine learning is a branch of artificial intelligence that uses statistical models to make predictions. In finance, machine learning algorithms are used to detect fraud, automate trading …

  4. Machine Learning in Finance: Top Use Cases (2025) (December …

    Oct 9, 2025 · Machine learning is turning this vision into reality for finance leaders worldwide. ML-driven fraud detection can save banks over $10 billion, while algorithmic trading powered by AI …

  5. Use of machine learning in the financial sector: an analysis

    Oct 22, 2025 · The advent of machine learning has transformed the landscape of finance, enabling groundbreaking advances in data analysis, prediction, risk management, fraud …

  6. Machine Learning in Finance: Real-World Applications and …

    Apr 3, 2025 · Machine learning is changing the face of finance by automating complex processes, increasing security and allowing better decision-making. Financial institutions can use AI for …

  7. Machine Learning in Finance: 26 Companies to Know

    Nov 14, 2025 · Today, machine learning impacts virtually every corner of finance. Hedge funds and investment firms use machine learning models, fed with vast amounts of traditional and …

  8. Machine Learning in Finance: 15 Examples That Deliver

    Oct 20, 2025 · These examples were selected using two filters. First, they represent machine learning use cases in finance where data is accessible and controls are practical to implement. …

  9. Machine Learning in Finance: Examples and Benefits - phoenixNAP

    Oct 20, 2025 · This article provides an in-depth look at the role of machine learning in finance and explores the profound impact this AI technology is having on the financial industry.

  10. A machine learning approach to risk based asset allocation in

    Nov 26, 2025 · The emergence of machine learning (ML) in financial economics has opened new avenues for addressing these fundamental challenges.