Tutorial-Machine-Learning-Titanic-Kaggle

Tutorial made from 'Tutorial de Machine Learning com o Titanic' (Mario Filho) by Marcus Mariano

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Introduction

Tutorial for create predictive model algorithm from Titanic Kaggle dataset.

Titanic: Machine Learning from Disaster

Predict survival on the Titanic and get familiar with ML basics.

Model: primeiro_modelo.csv from: Tutorial de Machine Learning #2 - Como Criar um Modelo em Python usando Pandas e Scikit-Learn: Video

Tutorial de Machine Learning #3 - Como Criar uma Validação Consistente para seu Modelo: Video

Tutorial de Machine Learning #4 - Como Fazer Validação Cruzada com Scikit-learn: Video

Tutorial de Machine Learning #5 - Adicionando Novas Variáveis ao Modelo: Video

• Builtins

• Packages

  • Numpy
  • Pandas
  • sklearn
    • RandomForestClassifier
    • train_test_split
    • KFold
    • RepeatedKFold

• Dev-packages

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How to Run

Jupyter Lab Version 1.0.2

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Documentation

See the documentation of Titanic dataset here

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License

Code and documentation are available according to the GNU GENERAL PUBLIC LICENSE Version 3 (see LICENSE).