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Kaggle Python Tutorial on Machine Learning

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1 Hour16 Exercises
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Course Description

Always wanted to compete in a Kaggle competition but not sure you have the right skillset? This interactive tutorial by Kaggle and DataCamp on Machine Learning offers the solution. Step-by-step you will learn through fun coding exercises how to predict survival rate for Kaggle's Titanic competition using Machine Learning techniques. Upload your results and see your ranking go up!

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  1. 1

    Getting Started with Python

    Free

    In this chapter we will go trough the essential steps that you will need to take before beginning to build predictive models.

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    How it works
    100 xp
    Get the Data with Pandas
    100 xp
    Understanding your data
    50 xp
    Rose vs Jack, or Female vs Male
    100 xp
    Does age play a role?
    100 xp
    First Prediction
    100 xp
  2. 3

    Improving your predictions through Random Forests

    Free

    What techniques can you use to improve your predictions even more? One possible way is by making use of the machine learning method Random Forest. Namely, a forest is just a collection of trees...

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Collaborators

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Vincent Vankrunkelsven
Collaborator's avatar
Hervé Andrieux

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