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Tag: Machine Learning

Evaluating Model Performance

Evaluating Model Performance

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By Roscoe Kerby, 19 May 2023 Computer Scientist working as a Software Engineer. [BSc Computer Science Honours, BSc Mathematical Science (Computer Science)] [runtime.withroscoe.com] Understanding Confusion Matrix, Recall, Precision, Feature Importance, and the Recall vs Precision Trade-off Curve in AI and ML Basic AI/ML Model Evaluation
The Rise of Artificial Intelligence: How It’s Changing the Way We Live and Work

The Rise of Artificial Intelligence: How It’s Changing the Way We Live and Work

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By Roscoe Kerby, 12 April 2023 Computer Scientist working as a Software Engineer. [BSc Computer Science Honours, BSc Mathematical Science (Computer Science)] [runtime.withroscoe.com]   It’s powerful stuff — we should treat it as such. Artificial Intelligence (AI) is no longer a futuristic concept that only
Hands typing on laptop with overlay of screen, world maps, and charts and analysis
What is Predictive Analytics?

What is Predictive Analytics?

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Predictive Analytics is one of the most common AI applications used across many industries, such as healthcare, banking and insurance companies.  This type of software allows organisations to plan for the most probable outcomes, making predictions about future business events based on historical data.  What