iamkirankumaryadav / titanic

Titanic Survivor Analysis and Prediction

Titanic

Titanic Survivor Analysis and Prediction

Project is Part of Titanic: Machine Learning from Disaster (Prediction Competition on Kaggle)

Data Set : Titanic: Machine Learning from Disaster

Predict survival on the Titanic and get familiar with Machine Learning Basics

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This Project covers various Important Concepts in Machine Learning.

Libraries

1. Pandas

2. Numpy

3. Matplotlib

4. Seaborn

5. Scikit Learn

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Machine Learning Algorithms

1. Logistic Regression Classifier

2. K Nearest Neighbors Classifier

3. Decision Tree Classifier

4. Random Forest Classifier

5. Support Vector Classifier

Model Selection for Data Evaluation : Cross Validation Score

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Flow of Notebook

1. Exploratory Data Analysis

2. Data Preprocessing (Label Encoder, Simple Imputer and Standard Scaler is also Explained)

3. Data Modelling

4. Data Evaluation

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