Machine Learning Projects 🧠🔥

Welcome to the ML_Projects repository! This repository contains some of my practice machine learning projects. The projects cover various topics, including:

🖼 Image classification using CNNs
💬 Natural language processing
📈 Regression
🗺 Clustering
✂️ Dimensionality reduction
📚 Recommendation systems

💡 The main objective of these projects is for me to practice and strengthen my machine learning skills. My goals with these projects are to:

🧪 Experiment with different ML algorithms ⚙️
👩‍💼 Implement models from scratch
📚 Utilize popular ML libraries like scikit-learn, TensorFlow, PyTorch, etc.

Topics Explored

The projects cover a diverse range of topics, allowing me to explore various areas within machine learning, such as:

🔢 Regression algorithms
📊 Classification algorithms
🗺️ Clustering algorithms
✂️ Dimensionality reduction techniques
📚 Recommender systems
💬 Natural Language Processing
⏰ Time series analysis
🚀 Anomaly detection
⚙️ Optimization algorithms

📄 Most of the code in this repository is well-documented and includes instructions on how to run and use the models. I will continue adding more practice projects to this repository over time.

Feel free to check out the projects and learn from the code. Any feedback or suggestions for improvement are welcome! 😄

Happy exploring and learning! 🚀

Name		Name	Last commit message	Last commit date
Latest commit History 44 Commits
LICENSE		LICENSE
README.md		README.md
big-mart-sales-using-xgbregressor.ipynb		big-mart-sales-using-xgbregressor.ipynb
calories-burnt-prediction-with-xgbregressor.ipynb		calories-burnt-prediction-with-xgbregressor.ipynb
car-price-prediction-linear-and-lasso-regression.ipynb		car-price-prediction-linear-and-lasso-regression.ipynb
cc-fraud-detection-using-logistic-regression.ipynb		cc-fraud-detection-using-logistic-regression.ipynb
customer-segmentation-with-k-means-clustering.ipynb		customer-segmentation-with-k-means-clustering.ipynb
diabetes-prediction-system-with-svm.ipynb		diabetes-prediction-system-with-svm.ipynb
fake-news-prediction-using-logisticregression.ipynb		fake-news-prediction-using-logisticregression.ipynb
gdp-usd-per-capita-income-united-nations-estimate.ipynb		gdp-usd-per-capita-income-united-nations-estimate.ipynb
gold-price-prediction-using-randomforestregressor.ipynb		gold-price-prediction-using-randomforestregressor.ipynb
heart-disease-prediction-using-logisticregression.ipynb		heart-disease-prediction-using-logisticregression.ipynb
imdb-emotion-analysis.ipynb		imdb-emotion-analysis.ipynb
loan-predication.ipynb		loan-predication.ipynb
medical-insurance-cost-prediction.ipynb		medical-insurance-cost-prediction.ipynb
movie-suggestion-system.ipynb		movie-suggestion-system.ipynb
parkinson-s-disease-detection-using-svm-model.ipynb		parkinson-s-disease-detection-using-svm-model.ipynb
red-wine-quality-prediction.ipynb		red-wine-quality-prediction.ipynb
spam-mail-detection-with-logistic-regression.ipynb		spam-mail-detection-with-logistic-regression.ipynb
steam-score-prediction-with-randomforestregressor.ipynb		steam-score-prediction-with-randomforestregressor.ipynb
titanic-survival-prediction.ipynb		titanic-survival-prediction.ipynb

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YahyaSoker/MachineLearning_Projects

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Machine Learning Projects 🧠🔥

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