ALL ABOUT AI

📰 Medium · Machine Learning

Learn the basics of supervised and unsupervised learning in AI and how they work

beginner Published 18 Jun 2026

Action Steps

Learn about supervised learning using labelled data to train models
Understand how supervised learning works through analogies like a student studying with a teacher
Explore common tasks in supervised learning like classification and regression
Discover unsupervised learning and its application to unlabeled data
Apply supervised and unsupervised learning to real-world problems like image classification and customer segmentation

Who Needs to Know This

Data scientists and machine learning engineers can benefit from understanding these fundamental concepts to build and train accurate models

Key Insight

💡 Supervised learning uses labelled data to train models, while unsupervised learning discovers patterns in unlabeled data

Key Takeaways

Learn the basics of supervised and unsupervised learning in AI and how they work

Full Article

Title: ALL ABOUT AI

URL Source: https://medium.com/@brokenversion11/all-about-ai-d2298e9b5e89?source=rss------machine_learning-5

Published Time: 2026-06-18T03:26:35Z

Markdown Content:
# ALL ABOUT AI. 1. Supervised Learning (The Guided… | by Brokenversion | Jun, 2026 | Medium

[Sitemap](https://medium.com/sitemap/sitemap.xml)

[Open in app](https://play.google.com/store/apps/details?id=com.medium.reader&referrer=utm_source%3DmobileNavBar&source=post_page---top_nav_layout_nav-----------------------------------------)

Sign up

[Sign in](https://medium.com/m/signin?operation=login&redirect=https%3A%2F%2Fmedium.com%2F%40brokenversion11%2Fall-about-ai-d2298e9b5e89&source=post_page---top_nav_layout_nav-----------------------global_nav------------------)

[](https://medium.com/?source=post_page---top_nav_layout_nav-----------------------------------------)

Get app

[Write](https://medium.com/m/signin?operation=register&redirect=https%3A%2F%2Fmedium.com%2Fnew-story&source=---top_nav_layout_nav-----------------------new_post_topnav------------------)

[Search](https://medium.com/search?source=post_page---top_nav_layout_nav-----------------------------------------)

Sign up

[Sign in](https://medium.com/m/signin?operation=login&redirect=https%3A%2F%2Fmedium.com%2F%40brokenversion11%2Fall-about-ai-d2298e9b5e89&source=post_page---top_nav_layout_nav-----------------------global_nav------------------)

![Image 1: Unknown user](https://miro.medium.com/v2/resize:fill:32:32/1*dmbNkD5D-u45r44go_cf0g.png)

# ALL ABOUT AI

[![Image 2: Brokenversion](https://miro.medium.com/v2/da:true/resize:fill:32:32/0*k2rX2yaNXHrw_v3f)](https://medium.com/@brokenversion11?source=post_page---byline--d2298e9b5e89---------------------------------------)

[Brokenversion](https://medium.com/@brokenversion11?source=post_page---byline--d2298e9b5e89---------------------------------------)

Follow

3 min read

·

2 hours ago

[](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fvote%2Fp%2Fd2298e9b5e89&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40brokenversion11%2Fall-about-ai-d2298e9b5e89&user=Brokenversion&userId=40f49e1857c7&source=---header_actions--d2298e9b5e89---------------------clap_footer------------------)

[](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Frepost%2Fp%2Fd2298e9b5e89&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40brokenversion11%2Fall-about-ai-d2298e9b5e89&user=Brokenversion&userId=40f49e1857c7&source=---header_actions--d2298e9b5e89---------------------repost_header------------------)

[](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fd2298e9b5e89&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40brokenversion11%2Fall-about-ai-d2298e9b5e89&source=---header_actions--d2298e9b5e89---------------------bookmark_footer------------------)

[Listen](https://medium.com/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2Fplans%3Fdimension%3Dpost_audio_button%26postId%3Dd2298e9b5e89&operation=register&redirect=https%3A%2F%2Fmedium.com%2F%40brokenversion11%2Fall-about-ai-d2298e9b5e89&source=---header_actions--d2298e9b5e89---------------------post_audio_button------------------)

Share

## 1. Supervised Learning (The Guided Learner)

In supervised learning, the AI learns from **labelled data**. This means for every input, you already know the correct output. You are essentially giving the model an answer key.

## **How it works:** The model makes a prediction, compares it to the correct answer, and adjusts itself until it gets it right.

* **Analogy:** A student studying with a teacher who corrects their practice tests.
* **Common Tasks:**
* **Classification:** Predicting a category (e.g., Is this email “Spam” or “Not Spam”?).
* **Regression:** Predicting a continuous number (e.g., What will the price of a house be based on its size?).

## 2. Unsupervised Learning (The Self-Discoverer)

In unsupervised learning, the AI is given **unlabeled data*

Read full article → ← Back to Reads

ALL ABOUT AI

Key Takeaways

Full Article

Related Videos