Using Machine learning algorithm on the famous Titanic Disaster Dataset for Predicting the survival of the passenger
The most famous competition over the kaggle . In this Repository my intention is to basically explain to every beginner but how to begin with Kaggle very first time. So this repository is for those who just begin their Machine Learning Journey. In this notebook i try to take down every single topic with a very naive approach so every beginner can grasp it very easily.
Dependencies:
Python3
Numpy
Pandas
Matplotlib
Supervised Learning
Machine Learning Algorithm
Classification Algorithms
This Notebook will show basic examples of:
Data Handling
Importing Data with Pandas
Cleaning Data
Exploring Data through Visualizations with Matplotlib
Data Analysis:
Supervised Machine learning Techniques: + Logit Regression Model + Plotting results + Support Vector Machine (SVM) using 3 kernels + Basic Random Forest + Plotting results.
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