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OOPs Interview Questions Explained with Real-World Examples

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OOPs Interview Questions — Complete 2025 Guide Meta: Master oops interview questions (2025). Fundamentals → advanced design, patterns, code examples, concurrency, refactoring, unit tests, microservices boundaries and AI-era interview tips. Intro & TL;DR Top oops interview questions — Fundamentals Quick Answers — Cheat-sheet Advanced design & patterns Modern OOP features (records, dataclasses) Composition vs Inheritance […]

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Functional Programming Paradigm : Principles, Effects & AI Workflows

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Functional Programming Paradigm: Principles, Effect Systems & AI Workflows (2025) Author: Usman Shaukat — Published: 2025-09-01 TL;DR — What the functional programming paradigm is (short answer) Quick answer: The functional programming paradigm treats programs as compositions of functions. It favors pure functions (no hidden side effects), immutable data, and building systems by composing small, testable

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What is Inference in Machine Learning? Pipeline, Tools & Best Practices

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what is inference in machine learning — A Complete 2025 Guide for Engineers, Product & Business What is inference in machine learning — Inference is the runtime phase when a trained model turns new inputs into predictions or outputs. This guide covers production pipelines, LLM specifics, edge inference, observability, and practical optimization recipes (quantization, distillation,

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Delphi Programming Language : Popularity, Jobs, and Future Insights

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Delphi Programming Language — Deep 2025 Guide: AI, Modernization, Migration & Career Comparison Delphi Programming Language — Deep 2025 Guide: AI, Modernization, Migration & Career Comparison Practical, long-form guide with hands-on examples, migration case studies, and pilot project plans — copy-paste-ready for immediate use. Executive summary Delphi Programming Language remains a focused, enterprise-compatible platform for

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Which University Is Best for Artificial Intelligence in Pakistan?

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Which University Is Best for Artificial Intelligence in Pakistan — Top Picks (2025) Which university is best for artificial intelligence in Pakistan? (2025 guide + ranking checklist) This long-form guide compares the leading Pakistani universities that offer strong artificial intelligence programs in 2025, evaluates curriculum, research, labs, fees and cutoffs, and adds practical sections on

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Artificial Intelligence Essay: Applications, Risks & Benefits

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Artificial Intelligence Essay — 2025 Edition Artificial Intelligence Essay — 2025 Edition 2025 is a turning point for artificial intelligence: models are more capable and pervasive, regulation is maturing, and sustainability and safety are central concerns. This long-form essay explains what AI is, why 2025 matters, and how to write a strong, evidence-backed artificial intelligence

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Frames in Artificial Intelligence — How to Build, Use & Evaluate

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Frames in Artificial Intelligence: A 2025 Practical Guide Frames in Artificial Intelligence: A 2025 Practical Guide Published: August 23, 2025 Frames in artificial intelligence are structured templates (slots, fillers, facets and procedural attachments) used to represent stereotyped situations — for example, a “restaurant” template that already knows about menu, host, and tipping. Introduced by Marvin

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Scope of Artificial Intelligence in Pakistan | National AI Policy Explained

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Scope of Artificial Intelligence in Pakistan (2025) — Policy, Jobs, Startups & Roadmap Scope of artificial intelligence in Pakistan (2025) Last updated: August 23, 2025 • Read time: ~28 minutes Contents Introduction Why this moment matters Current landscape National AI Policy & governance Compute, energy & data-centres Local models & industrial strategy Sector deep dives

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