https://github.com/mahraibfatima/machinelearning
This repository offers a collection of basic hands-on machine learning concepts.
https://github.com/mahraibfatima/machinelearning
classification cost-function gradient-descent linear-regression machine-learning supervised-learning
Last synced: 9 months ago
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This repository offers a collection of basic hands-on machine learning concepts.
- Host: GitHub
- URL: https://github.com/mahraibfatima/machinelearning
- Owner: MahraibFatima
- Created: 2024-01-15T09:56:19.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2024-07-03T07:22:30.000Z (over 1 year ago)
- Last Synced: 2025-05-07T08:59:10.731Z (9 months ago)
- Topics: classification, cost-function, gradient-descent, linear-regression, machine-learning, supervised-learning
- Homepage:
- Size: 6.5 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Hands-On Machine Learning Concepts from deeplearning.AI
Welcome to the Hands-On Machine Learning Concepts repository! This collection features fundamental concepts and hands-on exercises extracted from the My own Machine learning journey. taking notes from various resources from where I learnt!
## Topics Covered or Planned
- [Machine Learning Core](https://github.com/MahraibFatima/MachineLearning/blob/main/%231-MachineLearning.md)
- [Supervised Learning Core](https://github.com/MahraibFatima/MachineLearning/blob/main/supervisedLearning.md)
- [Unsupervised Learning Core](https://github.com/MahraibFatima/MachineLearning/blob/main/%231.2%20UnsupervisedLearning.md)
- [Reinforcement Learning Core](https://github.com/MahraibFatima/MachineLearning/blob/main/%231.3-ReinforcementLearning.md)
- Deep Learning
- Applied Machine Learning
- Machine Learning Algorithm
- Exploratory Data Analysis (EDA).
- [Linear Regression](https://github.com/MahraibFatima/MachineLearning/blob/main/%232-LinearRegression.md)
- Classification
- [Gradient Descent](https://github.com/MahraibFatima/MachineLearning/blob/main/%234-GradientDescent.md)
- [Cost Function Optimization](https://github.com/MahraibFatima/MachineLearning/blob/main/%232-LinearRegression.md)
- Mathematics
## Getting Started
1. **Explore the files corresponding to each concept.**
2. **Dive into the hands-on exercises and code examples.**
**Happy Learning!** ✨