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How does one solve the titanic problem in Kaggle?The below Quora answer has been borrowed from CareerHigh.The sinking of the RMS Titanic is one of the most infamous shipwrecks in history. On April 15, 1912, during her maiden voyage, the Titanic sank after colliding with an iceberg, killing 1,502 out of 2,224 passengers and crew members. This sensational tragedy shocked the international community and eventually, it led to better safety regulations for ships.The dataset is useful for those who have started learning data visualization and machine learning. We will be using Python as our working language.Importing the necessary librariesHere is a brief description of the libraries that we would be using:Numpy: it is used to perform numerical calculations in Python.Pandas: it is used to store data in an organized manner and to quickly manipulate it.Matplotlib: it is used to plot data in the form of graphs/charts for visualization.Seaborn: it is a Python data visualization library based on MatplotlibSklearn: This library contains a lot of efficient tools for machine learning and statistical modelling including classification, regression, clustering and dimensionality reduction.train_test_split: IT splits arrays or matrices into a random train and test subsetsLogisticRegression, KNeighborsClassifier, AdaBoost classifier: Machine Learning algorithms# linear algebra