Agentic AI

Loan Approval Dataset से Classification Problem को समझें

Loan Approval Dataset से Classification Problem को समझें नमस्कार दोस्तों! PostNetwork Academy में आपका स्वागत है। आज हम Machine Learning की एक बहुत महत्वपूर्ण concept — Classification Problem — को एक simple Loan Approval Dataset की मदद से समझेंगे। 📌 Classification क्या है? Classification एक ऐसी Machine Learning problem है जिसमें model को किसी input […]

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Steps in Designing a Learning System | AKTU BCS-055 Machine Learning Techniques

Steps in Designing a Learning System A learning system improves its performance through experience. Before we can build one, we need a precise, engineering-level definition of what “learning” actually means — and Tom Mitchell gave us exactly that. This post walks through the five steps used to design any machine learning system, from defining the

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Retrieval-Augmented Generation (RAG) with LLMs

Retrieval-Augmented Generation (RAG)Retrieval-Augmented Generation (RAG) Explained | LLMs and the Need for RAG

Retrieval-Augmented Generation (RAG) LLMs and the Need for RAG Author: Bindeshwar Singh Kushwaha Platform: PostNetwork Academy Let’s Start With a Question Suppose you ask a Large Language Model: “What is the medical history of my uncle?” Will the LLM know the answer? Answer: No. Why Can’t the LLM Answer? LLMs are trained on public Internet

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