Education

Logic-based Expert System Architectures: Forward and Backward Chaining on Symbolic Knowledge Bases

Logic-based expert systems are a class of AI applications designed to solve problems using explicit rules and symbolic knowledge rather than statistical learning. They...

LLM Chain of Thought Verification: Checking Reasoning Before an Agent Acts

As language models move from “answer generators” to autonomous or semi-autonomous agents, the cost of mistakes increases. An agent may draft an email, run...

Dimensionality Reduction in Recommendation Systems: The Subtle Art of Discovering Hidden Preferences

Imagine walking into a massive, old library with shelves that stretch longer than train tracks. The books are countless, the genres varied, and people...

Customer Churn Analytics: Spotting Risk Before It’s Too Late

As customer demands continue to rise, focusing on retention has become equally, if not more, important than pursuing fresh acquisitions. However, customer behaviour is...

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