https://github.com/mindexpert7546/learn-ai-ml

In this repository you will learn Artificial Intelligence and Machine Learning.
https://github.com/mindexpert7546/learn-ai-ml

Last synced: 7 months ago
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In this repository you will learn Artificial Intelligence and Machine Learning.

• Host: GitHub
• URL: https://github.com/mindexpert7546/learn-ai-ml
• Owner: mindexpert7546
• License: mit
• Created: 2025-01-29T09:56:44.000Z (9 months ago)
• Default Branch: main
• Last Pushed: 2025-01-29T11:16:18.000Z (9 months ago)
• Last Synced: 2025-01-29T11:20:27.082Z (9 months ago)
• Size: 9.77 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: Readme.md
  • License: LICENSE

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README

          
![image](https://github.com/user-attachments/assets/18c5bc4f-561d-44dc-aadb-40bf5005346b)# AI-ML

# Machine Learning :  

Field of study that gives computers the ability to learn without being explicitly programmed. ~ Arthur Samuel (1959).

## Machine Learning Algorithms 

1. Supervised Learning

2. Unsupervised Learning

[#]. Reinforcement Learning

# 1. Supervised Learning :

Supervised learning is a type of machine learning algorithm that learns from labeled data. Labeled data is data that has been tagged with a correct answer or classification.

![image](https://github.com/user-attachments/assets/51d783c8-b192-41bc-a0eb-8324d695929a)

![image](https://github.com/user-attachments/assets/115b4807-fbec-4103-882b-e6310d9844aa)

![image](https://github.com/user-attachments/assets/2846b1f9-1f53-4084-9ab1-8716a078f894)

#### Overview of Supervised Learning : 

![image](https://github.com/user-attachments/assets/df785ed9-29fc-4a27-bf30-60a64eb62b0c)

# 2. Unsupervised Learning : 

Unsupervised learning is a type of machine learning that learns from unlabeled data. This means that the data does not have any pre-existing labels or categories. The goal of unsupervised learning is to discover patterns and relationships in the data without any explicit guidance.

![image](https://github.com/user-attachments/assets/d060df4a-8f5f-41d0-8d7e-8a1154082c2e)

![image](https://github.com/user-attachments/assets/2cd37a41-f856-4b2f-9a63-2f6ccc2f2c4e)

![image](https://github.com/user-attachments/assets/59023063-db03-4ca6-9617-22ab572d5e0c)

![image](https://github.com/user-attachments/assets/b1b0317e-11cd-4d40-81cd-d397ebf6bfbd)

![image](https://github.com/user-attachments/assets/fa8244e8-12d7-4025-8d97-ac69a2a2b1eb)

![image](https://github.com/user-attachments/assets/c7dae6c7-fb2c-4e0b-a859-e37090d80a2a)

# Question : 

![image](https://github.com/user-attachments/assets/9fcb14fc-1e5d-49c8-b5ae-ff78b3ef002f)