AI for Beginners
AI explained in plain language: ChatGPT, ML basics, generative AI, RAG, and LLMs—without research-paper jargon.
Start here (pillar guides)
Published guides (14)
How to Start AI as a Beginner (Step-by-Step)
A realistic path to start learning AI: Python first, core vocabulary, small projects, safe use of ChatGPT, and when to get 1:1 mentorship— for students in India and worldwide.
AI vs Machine Learning vs Deep Learning (Simple Guide)
AI, ML, and deep learning explained with simple analogies for students—how they differ, how ChatGPT fits in, and what to learn first on your coding journey.
What Is AI in Simple Words? (Beginner Guide for Students)
AI explained in plain language for beginners: what artificial intelligence means, how it relates to ML and ChatGPT, and how students can start learning step by step.
RAG Flow Diagram (2026): How Retrieval‑Augmented Generation Works End‑to‑End
Visual RAG system walkthrough from ingestion to evaluation: chunking, embeddings, hybrid retrieval, re-ranking, prompt assembly, citations, and quality checks.
RAG Question Bank 2026: Retrieval-Augmented Generation Practice Questions from Beginner to Intermediate
RAG question bank from beginner to intermediate: concepts, architecture, failure modes, and evaluation questions for study plans and interview preparation.
AI Coding Assistants in 2026: How Students and Developers Should Actually Use Them
Practical guide to AI coding assistants and coding agents: how students and developers can speed up coding while still building core programming fundamentals.
Small Language Models on Your Laptop & Phone: How Students Can Use Local AI in 2026
Small language models for students explained: how local AI runs on phones and laptops, where it beats cloud tools, and safe usage patterns for learning and coding.
What is an AI PC? NPUs, On-Device AI, and 2025 Buyer Tips
AI PC guide for buyers: what NPUs do, which on-device AI tasks actually benefit, and practical tips before you upgrade your laptop.
Small Language Models (SLMs) in 2025: Faster, Cheaper, More Private
Small language models in 2025: why they are faster, cheaper, and better for private on-device workflows across education, apps, and business tools.
Agentic AI and MCP in 2025: Safer, Pluggable Tool Use for Assistants
Agentic AI and MCP overview: how standardized tool access improves safety, auditability, and reliability when assistants take multi-step actions.
How AI Tutors Are Revolutionizing Personalized Learning in 2025
AI tutors and personalized learning explained: adaptive practice, instant feedback, and where human mentorship still matters most for outcomes.
What Are MCP Servers? The New AI Trend Connecting AI and Apps
MCP servers explained simply: secure tool and data connections for AI assistants, why the standard is growing, and where beginners should start.
How ChatGPT and AI Assistants Actually Work
How ChatGPT and modern AI assistants work under the hood: models, prompts, tokens, retrieval, and key limits every learner should understand.
RAG (Retrieval-Augmented Generation) for Beginners
RAG for beginners in plain language: what retrieval-augmented generation is, why it improves LLM answers, and how to start building simple pipelines.
Coming soon on Paath.online
- How to Start AI as a Beginner
- What Is Generative AI?
- What Is an LLM?
- Agentic AI for Beginners
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