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Using this notebook we can learn simple SCIKIT-LEARN for Data science and Machine learning

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Scikit-learn

Using this notebook we can learn simple SCIKIT-LEARN for Data science and Machine learning

  • Basic operation and function apply on Over data and modeling

  • 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
  • Tools and Library

    • Python
    • Jupyter notebook
    • Miniconda
    • Conda
    • Pandas
    • Numpy
    • Matplotlib
    • Scikit-learn
    • Seaborn