#aiforbeginners articles

Ruvarashe Shalom Nemaramba1d ago · 11 min read

Machine Learning VS Deep Learning: What’s the difference?

Artificial Intelligence (AI) is the new thing on the street. Everyone is talking about it, and everyone wants to be part of it in one way or another. From chatbots that can hold conversations to self-

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Jayesh SojitraAug 6 · 3 min read

If You're Scared of AI, Start Here

If AI feels intimidating, you're not behind — you've probably just been shown the hype version instead of the practical one. Here's the version I'd give a friend who's never touched it. First: you can

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Lalit GujarJul 1 · 7 min read

How Claude Understands Your Questions?

1. What is an LLM? LLM stands for Large Language Model. It's an AI system trained on massive amounts of text data to understand and generate human-like language. The problem LLMs solve: Before LLMs, c

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Divyajot KaurApr 22 · 4 min read

Part 3: Types of Machine Learning

Think about how you learned things growing up-being taught by someone, figuring things out on your own, or learning from mistakes. Machine Learning follows these same patterns In this blog, we'll brea

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Thiagarajan VenugopalJan 15 · 1 min read

AI Agent vs Agentic AI - Simplified

AI Agent and Agentic AI - these two sound similar, but they’re not the same. Think of it like this: AI Agent = the workerAgentic AI = the way of working What is an AI Agent? An AI Agent is a software entity that can: Perceive information Make decis...

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futuretechdealsDec 22, 2025 · 6 min read

Everyone Is Talking About AI-But What Is It Really? (Simple Guide)

Futuretechdealsofficial 5 min read·3 days ago Press enter or click to view image in full size What Is AI in Simple Terms? Artificial Intelligence is everywhere. From YouTube recommendations to Instagram filters, from homework help to business grow...

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Ojewale Kafayat AbioyeDec 3, 2025 · 3 min read

Unlocking Ai&Ml : Learning Ai&Ml without a laptop (2026)

AI & Machine Learning development roadmap for beginners 2026 For a long time, I wanted to enter the world of AI and Machine Learning, but something always held me back — the fear, confusion, and especially not having a laptop. Everywhere I turned, pe...

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Gruhesh Sri Sai Karthik KurraDec 2, 2025 · 3 min read

Understanding Singular Value Decomposition (SVD) — The Cleanest Explanation You Will Ever Read

What Is Singular Value Decomposition (SVD)? Singular Value Decomposition (SVD) is one of the most powerful ideas in linear algebra and machine learning. It takes any matrix and breaks it into three simple parts: $$A = U , \Sigma , V^\top$$Think of it...

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Masir JafriNov 9, 2025 · 5 min read

Feature Engineering - The Art of Shaping Data

So yes, the topic is about Feature Engineering which is an essential part of Machine Learning Pipelines . Since the topic is very broad and subjective so in this blog, we’ll see some typical definitions, examples, and a high-level intuition of featur...

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Amoy DuttaOct 21, 2025 · 7 min read

Building a Basic Product Inquiry Chatbot with an LLM — Part 1: Understanding User Intent

🧠 Why Build a Simple Chatbot? In my previous blog, I explained how to setup Ollama and use a LLM locally (Llama3.2) on your own machine. But where’s the fun in that! Imagine a customer visiting your online electronics store and typing: “Do you sell ...

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