https://github.com/markoshb/my-data-science-learning-projects
Short but illustrative notebooks to showcase data-analysis in Python
https://github.com/markoshb/my-data-science-learning-projects
data-science matplotlib-pyplot pandas python pythorch scikit-learn tensorflow
Last synced: 3 months ago
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Short but illustrative notebooks to showcase data-analysis in Python
- Host: GitHub
- URL: https://github.com/markoshb/my-data-science-learning-projects
- Owner: MarkosHB
- Created: 2025-02-14T14:49:38.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2025-03-02T15:45:40.000Z (3 months ago)
- Last Synced: 2025-03-02T16:33:25.162Z (3 months ago)
- Topics: data-science, matplotlib-pyplot, pandas, python, pythorch, scikit-learn, tensorflow
- Language: Jupyter Notebook
- Homepage:
- Size: 209 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# 🚀 My Data Science Learning Projects.
Welcome to my personal collection of hands-on data science projects! This repository showcases my journey exploring and mastering various data science concepts, tools, and techniques.
### 🌸 Iris Classification.
- 📄 [Notebook](https://github.com/MarkosHB/My-Data-Science-Learning-Projects/blob/main/iris/notebook.ipynb)
- 🛠️ **Technologies:** Pandas, PyTorch.
- 🧪 **Summary:** A classic classification problem using the Iris dataset to practice data manipulation, visualization, and building simple neural networks.
### 🩺 Diabetes Prediction.
- 📄 [Notebook](https://github.com/MarkosHB/My-Data-Science-Learning-Projects/blob/main/diabetes/notebook.ipynb)
- 🛠️ **Technologies:** Scikit-learn, TensorFlow.
- 🧪 **Summary:** Predicting the likelihood of diabetes using machine learning models, focusing on data preprocessing and model evaluation.
### 📊 Manage Your Data.
- 📄 [Repository](https://github.com/MarkosHB/ManageYourData)
- 🛠️ **Technologies:** Pandas, Matplotlib, FPDF, Openpyxl, Streamlit.
- 🧪 **Summary:** A self-made tool for generating PDF reports from data files locally.
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🌟 Stay tuned as I continue to expand this repository with more exciting projects!