Machine Learning Archives - testRigor AI-Based Automated Testing Tool https://testrigor.com/blog/category/machine-learning/ Create stable tests in plain English emulating the way humans interact with web or mobile application. Wed, 15 Jan 2025 20:58:01 +0000 en-US hourly 1 https://wordpress.org/?v=6.7.2 Machine Learning Models Testing Strategies https://testrigor.com/blog/machine-learning-models-testing-strategies/ https://testrigor.com/blog/machine-learning-models-testing-strategies/#respond Fri, 10 Jan 2025 20:55:07 +0000 https://testrigor.com/?p=1124794

“Machine learning is the next internet” – Tony Tether. We can all see this happening today. This quote is quite true to its essence. As revolutionary as the Internet was, ML is rapidly changing technology and our lives. Let us think about a self-driving car. It has to be super accurate to keep us safe, ...

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What is the Role of Quality Assurance in Machine Learning? https://testrigor.com/blog/quality-assurance-in-machine-learning/ https://testrigor.com/blog/quality-assurance-in-machine-learning/#respond Wed, 09 Oct 2024 21:22:30 +0000 https://testrigor.com/?p=1123303

Imagine a self-driving car. It’s a marvel of modern technology, capable of navigating roads, avoiding obstacles, and even making decisions in real-time. But what happens when that car misinterprets a stop sign as a speed limit or confuses a pedestrian with a shadow? The consequences could be catastrophic. This is where the critical role of ...

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Top 10 OWASP for LLMs: How to Test? https://testrigor.com/blog/top-10-owasp-for-llms-how-to-test/ https://testrigor.com/blog/top-10-owasp-for-llms-how-to-test/#respond Mon, 16 Sep 2024 19:26:30 +0000 https://testrigor.com/?p=1122857

The primary audience for the OWASP top 10 for LLMs includes developers, data scientists, QA, and security experts responsible for designing and building applications/plugins that utilize LLM technologies. OWASP created this list with the collective expertise of an international team of nearly 500 experts with over 125 active contributors. This article summarizes the top 10 ...

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Machine Learning to Predict Test Failures https://testrigor.com/blog/machine-learning-to-predict-test-failures/ https://testrigor.com/blog/machine-learning-to-predict-test-failures/#respond Tue, 14 May 2024 00:26:47 +0000 https://testrigor.com/?p=1120970

With the introduction of Artificial Intelligence and Machine Learning, technology has advanced significantly. We are currently using machine learning algorithms to predict failures in test execution. This is achieved by developing and deploying models that learn the historical test execution result and then expect the potential shortcomings in the application. With this approach, we can ...

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