/Titanic-Machine-Learning-From-Disaster

In this we will be analyzing the machine learning model predictions on the titanic dataset

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Titanic-Machine-Learning-From-Disaster

In this we will be analyzing the machine learning model predictions on the titanic dataset

I have given the dataset if you want to check more datasets visit kaggle.com .

First we are checking what the data consists off.

Then the next step is of Data Preprocessing where we take care of all the null values.Here I have dropped the 'Cabin' columns as there was too much null values to be taken care off.

For the 'Age' column I have decided to fill it with it's 'median' values. You could also take the 'mean' value for this purpose.

In one model I have normalized the data in the other model I have standardized the data. In this case Standardization has produced better results than normalization.

Here I have used two supervised machine learning algorithms for predicting the output 'Logistic Regression' and 'SVM Classifier'.