Using this notebook we can learn simple SCIKIT-LEARN for Data science and Machine learning
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Basic operation and function apply on Over data and modeling
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Lifecycle of Machine learning
- Problem defination
- Data collection
- Data cleaning and transform
- Feature selection
- Get ready for modeling
- Model selection
- Model fitting
- Model evelution
- Model improvments
- Make decision ans pattern finding
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Tools and Library
- Python
- Jupyter notebook
- Miniconda
- Conda
- Pandas
- Numpy
- Matplotlib
- Scikit-learn
- Seaborn