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Collection of end-to-end Machine Learning Projects — Regression, Classification, Clustering, NLP, etc.

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HayathAshu/Machine_Learning_Projects

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🤖 Machine Learning Projects

Welcome to my Machine Learning repository!
This collection contains various ML projects, algorithm implementations, experiments, and hands-on notebooks that demonstrate different techniques used in supervised, unsupervised, and reinforcement learning.
The goal of this repository is to showcase practical ML skills, problem-solving approaches, and real-world dataset applications.


🎯 Purpose of This Repository

This repository serves as a central hub for all my Machine Learning work, focusing on:

  • Implementing ML algorithms from scratch
  • Using ML libraries for real-world problem solving
  • Data preprocessing and feature engineering
  • Model training, testing, and evaluation
  • Visualizing patterns and insights
  • Comparing ML models and performance
  • Building reusable and clean ML workflows

This is both a learning resource and a portfolio for showcasing ML skills.


🛠️ Technologies & Tools

Languages

  • Python

Machine Learning Libraries

  • Scikit-learn
  • NumPy
  • Pandas
  • SciPy
  • TensorFlow
  • Keras
  • PyTorch

Deep Learning

  • TensorFlow
  • Keras
  • PyTorch

Visualization Tools

  • Matplotlib
  • Seaborn
  • Plotly

Environment

  • Jupyter Notebook
  • VS Code
  • Google Colab

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Collection of end-to-end Machine Learning Projects — Regression, Classification, Clustering, NLP, etc.

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