https://github.com/firoz-thakur/machine-learning

A collection of machine learning projects, including Face Recognition using KNN and various algorithms and techniques. This repo offers practical implementations and resources for exploring machine learning.
https://github.com/firoz-thakur/machine-learning

artificial-intelligence clustering-algorithm convolutional-neural-networks image-classification image-processing knn-classification machine-learning nlp-machine-learning perceptron-learning-algorithm regression-models

Last synced: 5 days ago
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A collection of machine learning projects, including Face Recognition using KNN and various algorithms and techniques. This repo offers practical implementations and resources for exploring machine learning.

• Host: GitHub
• URL: https://github.com/firoz-thakur/machine-learning
• Owner: Firoz-Thakur
• Created: 2020-08-10T03:46:45.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2024-10-02T00:20:44.000Z (4 months ago)
• Last Synced: 2024-11-24T20:21:11.177Z (2 months ago)
• Topics: artificial-intelligence, clustering-algorithm, convolutional-neural-networks, image-classification, image-processing, knn-classification, machine-learning, nlp-machine-learning, perceptron-learning-algorithm, regression-models
• Language: Jupyter Notebook
• Homepage:
• Size: 19.2 MB
• Stars: 2
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# MACHINE LEARNING & AI

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### Machine Learning Repository

This repository contains a collection of machine learning projects and resources, covering various algorithms and techniques. It includes hands-on implementations and detailed explanations for a variety of machine learning models, tools, and concepts. Some notable projects include:

#### 1. **Face Recognition Using K-Nearest Neighbors (KNN)**

   - A project that implements face recognition using the KNN algorithm. This system leverages supervised learning to classify faces based on their features, providing an efficient and straightforward approach to face detection and identification.

   - Key features:

     - Face detection using OpenCV

     - Feature extraction

     - KNN for classification

#### 2. **Other Machine Learning Concepts**

   - The repository contains additional projects that focus on various aspects of machine learning, including:

     - Classification and regression models

     - Data preprocessing and feature engineering techniques

     - Supervised and unsupervised learning algorithms

     - Model evaluation metrics and optimization techniques

This repo serves as a comprehensive resource for anyone looking to explore machine learning algorithms with practical implementations.

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Let me know if you want to add more details or specific projects!