---
title: "Discussion on \"Hands on Machine Learning — A Beginner's Guide (2025–2026)\" | Hashnode"
description: "Discussion on \"Hands on Machine Learning — A Beginner's Guide (2025–2026)\". Introduction\nBefore we dive into learning Machine Learning (ML), let’s answer a fundamental question: What exactly is ML, and why should you learn it in 2025?\nAt its core, Machine Learning is a subset of Artificial Intelligence that allows systems to..."
url: "https://hashnode.com/posts/hands-on-machine-learning-a-beginners-guide-20252026/683f2cdfdcd2021398590de2"
---

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# [Hands on Machine Learning — A Beginner's Guide (2025–2026)](https://machine-learning-for-beginners.hashnode.dev/hands-on-machine-learning-a-beginners-guide-20252026?utm_source=hashnode&utm_medium=feed)

Introduction Before we dive into learning Machine Learning (ML), let’s answer a fundamental question: What exactly is ML, and why should you learn it in 2025? At its core, Machine Learning is a subset of Artificial Intelligence that allows systems to...

Jun 3, 2025 · 5 min read · machine-learning-for-beginners.hashnode.dev  
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## Written by

[Rishee Panchal](https://hashnode.com/@rushedcomet)

@rushedcomet · Mumbai, India

  
[View profile](https://hashnode.com/@rushedcomet)

Learning AI by building, breaking, and learning again.

I’m a computer science student exploring AI and machine learning through hands-on projects and critical thinking. My work spans from experimenting with LLMs and transformers to building practical AI tools. I believe in learning by doing, questioning assumptions, and sharing insights along the way.

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