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Projects in Awesome Lists tagged with titanic-survival-prediction

A curated list of projects in awesome lists tagged with titanic-survival-prediction .

https://github.com/ashishpatel26/titanic-machine-learning-from-disaster

Start here if... You're new to data science and machine learning, or looking for a simple intro to the Kaggle prediction competitions. Competition Description 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 1502 out of 2224 passengers and crew. This sensational tragedy shocked the international community and led to better safety regulations for ships. One of the reasons that the shipwreck led to such loss of life was that there were not enough lifeboats for the passengers and crew. Although there was some element of luck involved in surviving the sinking, some groups of people were more likely to survive than others, such as women, children, and the upper-class. In this challenge, we ask you to complete the analysis of what sorts of people were likely to survive. In particular, we ask you to apply the tools of machine learning to predict which passengers survived the tragedy. Practice Skills Binary classification Python and R basics

titanic titanic-data titanic-data-analytics titanic-dataset titanic-disaster titanic-kaggle titanic-passenger-data titanic-problem titanic-survival titanic-survival-exploration titanic-survival-prediction titanickaggle

Last synced: 14 May 2025

https://github.com/ttitcombe/simple-vfl

A demo of vertical federated learning on simple datasets

titanic-survival-prediction vertical-federated-learning vfl

Last synced: 11 Apr 2025

https://github.com/murufeng/titanic

Kaggle竞赛：预测泰坦尼克号中乘客的获救概率以及存活情况

titanic-survival-prediction

Last synced: 14 Apr 2025

https://github.com/ivanmrsulja/titanic-survivability-prediction

Testing different ML models on famous Titanic dataset from kaggle. (100% accuracy)

deep-learning machine-learning titanic-dataset titanic-kaggle titanic-survival-prediction

Last synced: 03 Dec 2024

https://github.com/wawanwidiantara/single-layer-perceptron

Single Layer Perceptron predicting Titanic survival, collaborative project.

single-layer-perceptron tensorflow titanic-survival-prediction

Last synced: 13 Apr 2025

https://github.com/debhere/titanic-disaster

A machine learning model to predict the survivors

classification kaggle-competition titanic-survival-prediction

Last synced: 27 Apr 2025

https://github.com/ruban2205/titanic-classification

Welcome to the Titanic Classification project repository! This project aims to predict whether a passenger on the Titanic survived or not based on various features such as age, gender, class, and more.

classification machine-learning prediction python titanic-dataset titanic-survival-prediction

Last synced: 21 Nov 2024

https://github.com/mhmzdev/titanic-survival-ml-model

A Machine Learning Model based on Logistic Regression that predicts the survival of passengers travelled in Titanic.

logistic-regression machine-learning machine-learning-algorithms titanic-kaggle titanic-survival-prediction

Last synced: 04 Apr 2025

https://github.com/lintangwisesa/flask_sklearn_titanicsurvivor

Simple Flask App with Logistic Regression model to predict Titanic survivor ⛰💥🚢

flask machine-learning sklearn titanic-survival-prediction

Last synced: 26 Feb 2025

https://github.com/geekquad/titanic-survival-exploration

Very basic data exploration of the Titanic Dataset.

basic-learning eda titanic-survival-prediction

Last synced: 24 Feb 2025

https://github.com/walidalsafadi/titanic-disaster

In this challenge, we ask you to build a predictive model that answers the question: “what sorts of people were more likely to survive?” using passenger data (ie name, age, gender, socio-economic class, etc).

data-analysis data-science decision-trees eda gradient-boosting knearest-neighbors machine-learning-algorithms naive-bayes random-forest titanic-kaggle titanic-survival-prediction

Last synced: 16 Mar 2025

https://github.com/mgobeaalcoba/survival_predictor_on_the_titanic_scikit_learn

Titanic Survival Predictor using Scikit-Learn: Machine learning model and analysis to predict passenger survival on the Titanic based on historical data.

matplotlib numpy pandas python3 scikit-learn seaborn titanic-dataset titanic-kaggle titanic-survival-prediction

Last synced: 13 Mar 2025

https://github.com/ianjure/titanic-survivor-prediction

Predicting Titanic passengers' survival using machine learning.

predictive-modeling streamlit titanic-survival-prediction

Last synced: 21 Mar 2025

https://github.com/gajendrasharma-github/titanic_case_study

Classification Based Learning Project on Survivors of Titanic

classification machine-learning titanic-survival-prediction

Last synced: 06 Mar 2025

https://github.com/mrankitgupta/titanic-survival-prediction-93-xgboost

Titanic Survival Prediction Project (93% Accuracy)🛳️ In this notebook, The goal is to correctly predict if someone survived the Titanic shipwreck using different Machine Learning Model & Hyperparameter tunning.

classification data-analysis data-science data-visualization gradient-boosting kaggle-competition linear-regression logistic-regression machine-learning machine-learning-algorithms ml ml-models nlp prediction predictive-modeling random-forest titanic titanic-kaggle titanic-survival-prediction xgboost

Last synced: 11 Mar 2025

https://github.com/alejo1630/titanic_kaggle

This Python Notebook is a proposal to analyse the Titanic dataset for the Kaggle Competition, using several data science techniques and concepts.

data data-science jupyter-notebook notebook python titanic-survival-prediction

Last synced: 20 Feb 2025

https://github.com/md-emon-hasan/ml-project-titanic-survival-prediction

🚢 Titanic survival outcomes using various classification. It includes comprehensive approach to data preprocessing, training, and evaluation.

data-science deployment falsk machine-learning titanic-kaggle titanic-survival titanic-survival-prediction

Last synced: 02 Mar 2025

https://github.com/ganesh2409/titanic_survival_prediction

A Streamlit-based web application that predicts the survival of Titanic passengers based on various input features. The app allows users to explore the Titanic dataset and make predictions using a trained machine learning model. Includes data cleaning, feature engineering, and model training using Logistic Regression.

data-processing feature-engineering machine-learning streamlit titanic-survival-prediction

Last synced: 28 Feb 2025

https://github.com/sverrenystad/titanic-survival-predictor

Which types of people were more likely to survive the Titanic Disaster?

machine-learning titanic-survival-prediction

Last synced: 10 Apr 2025

https://github.com/grachale/predict_titanik

Predicting the survival of Titanic passengers (binary classification) with usage of decision tree and KNN from scikit-learn.

classification decision-tree-classifier knn-classifier matplotlib pandas python scikit-learn titanic-survival-prediction

Last synced: 02 Mar 2025

https://github.com/suniksha12/codesoft

I am highly Grateful and thankful to Codesoft for providing me this Internship Oppurtunity and take my first step in the field of Data Science this is a place where i can learn, grow and explore.I will be giving my 100% of the knowledge and completing all the task in the given time interval.

data-science dataset git linkedin python titanic-kaggle titanic-survival-prediction

Last synced: 26 Feb 2025

https://github.com/sanjiv856/machine_learning_scikit-learn

Repository for machine learning in Python using Scikit-learn.

pipelines python scikit-learn sklearn titanic-kaggle titanic-survival-prediction

Last synced: 07 Apr 2025

https://github.com/elmezianech/kaggle-competition-titanic

Hello ! 👋 I'm thrilled to share my debut in the world of Kaggle competitions with my solution for the Titanic: Machine Learning from Disaster competition. In this challenge, we are tasked with predicting which passengers were more likely to survive the tragic sinking of the Titanic. Public Score: 0.79186

classification kaggle kaggle-competition kaggle-titanic machine-learning titanic-survival-prediction

Last synced: 06 Mar 2025

https://github.com/susmita-dey/titanic-passenger-prediction

This is a predicition model for Kaggle Titanic Challenge

titanic-kaggle titanic-survival-prediction

Last synced: 12 Mar 2025

https://github.com/shivam6862/kaggle-elite-coder

Welcome to my GitHub repository! Here, you will find my solutions and code for various Kaggle competitions that I have participated in. As a current expert in Kaggle, I have worked extensively on multiple competitions, utilizing advanced techniques in data analysis, machine learning, and deep learning to achieve competitive results.

cat-dog-classification deep-learning digit-recognition house-price-prediction kaggle-competition machine-learning nlp-machine-learning spaceship-titanic titanic-survival-prediction

Last synced: 24 Mar 2025

https://github.com/sharifah-malhan/titanic-mlproject

in this project i worked on the famous Titanic dataset, from cleaning the data to analyzing it and training the model [with KNN algorithm] to evaluating it.

knearest-neighbor-algorithm knn knn-classification machine-learning machine-learning-algorithms python python3 titanic-survival-prediction

Last synced: 20 Mar 2025

https://github.com/inclinedadarsh/titanic

Titanic survival prediction - Analysis, Model training and Web app

machine-learning python titanic titanic-kaggle titanic-survival-prediction

Last synced: 13 May 2025

https://github.com/mahdikh03/will-you-survive-titanic

A machine learning project using the Titanic dataset to predict passenger survival. Models used: XGBoost, Logistic Regression, and Random Forest.

logistic-regression machine-learning random-forest titanic-survival-prediction xgboost

Last synced: 09 May 2025

https://github.com/dionixius7/titanic-disaster-ml-model

This project predicts the survival of passengers on the Titanic by using Kaggle Titanic Disaster Dataset. The dataset contains information related to passengers, such as age, gender, and class. Different machine learning algorithms have been applied for this predictive model to accomplish an accurate prediction that will define the survival chances

data-analysis data-science data-visualization eda knn-classifier machine-learning neural-network python scikit-learn svm tensorflow titanic-kaggle titanic-survival-prediction

Last synced: 11 Mar 2025

https://github.com/qiushiyan/titanic-survival

A case study on Titanic survival data, modeling survival factors

encyclopedia-titanica titanic-survival-prediction

Last synced: 16 Mar 2025

https://github.com/fblupi/master_informatica-sige

Repositorio de la asignatura Sistemas Inteligentes para la Gestión en la Empresa del Máster de Ingeniería Informática de la UGR

cnn data-science deep-learning image-classification keras mxnet tensorflow titanic-survival-prediction

Last synced: 25 Mar 2025

https://github.com/tharushi11/titanic-data-analysis

This repository contains a simple prediction model and survival predictions based on the Titanic dataset from Kaggle, along with detailed visualizations using Power BI.

dax machine-learning numpy pandas powerbi sklearn titanic-survival-prediction visualization

Last synced: 27 Mar 2025

https://github.com/amatofrancesco99/titanic-classifier

A binary classifier, using logistic regression, to predict whether a person, given its information, would have survived to the Titanic’s disaster.

classification logistic-regression machine-learning titanic-survival-prediction

Last synced: 16 Mar 2025

https://github.com/yuryalencar/decisiontreeclassifiertitanicexample

Project to classifier persons to die and not die by IA algorithm Decision Tree Classifier

machine-learning machine-learning-algorithms python3 titanic-kaggle titanic-survival-prediction tree-classifiers

Last synced: 23 Feb 2025

https://github.com/nripstein/titanic-data-science

My work on the Kaggle Titanic dataset surival prediction competition

tensorflow titanic-survival-prediction

Last synced: 12 Mar 2025

https://github.com/koldim2001/microservices-example

Пример двухстраничного сайта на микросервисах c взаимодействием по API

api-rest docker-compose flask streamlit titanic-survival-prediction unet-image-segmentation

Last synced: 27 Mar 2025

https://github.com/zbhavyai/titanic-survival

Solution to Kaggle's competition on titanic survival prediction

jupyter-notebook kaggle-competition machine-learning python titanic-survival-prediction

Last synced: 22 Mar 2025

https://github.com/bell-kevin/titanicneuralnetwork

XGBoost, which tends to be one of the top-performing algorithms for structured/tabular data. We do some feature engineering (e.g., extracting titles from passenger names, creating family size features, etc.), then train and tune an XGBoost model

machine-learning neural-network titanic titanic-dataset titanic-kaggle titanic-survival-prediction

Last synced: 25 Feb 2025

https://github.com/jonad/titanic_survival

Basic decision tree model for Titanic dataset. Predict who will survive.

jupyter-notebook matplotlib numpy pandas python3 titanic-survival-prediction

Last synced: 18 Feb 2025

https://github.com/harshil8705/titanic_survival_prediction

I have Created a Machine Learning Model based on the Logistic Regression algorithm. This Model is capable of predicting whether the person will survive or not survive based on the given data of that particular person.This Model is highly accurate in predicting the result.

artificial-intelligence jupyter kaggle logistic-regression machine-learning matplotlib numpy pandas python seaborn titanic-kaggle titanic-survival-prediction

Last synced: 06 Apr 2025

https://github.com/kruthiktr/titanic-survival-prediction

Titanic Survival Prediction using Machine Learning predicts whether a passenger survived based on features like age, gender, and class. A Random Forest Classifier achieved 82.68% accuracy after data preprocessing. Explore this project to see how machine learning handles this classic problem.

classification classification-model data-visualization machine-learning predictive-modeling python titanic-dataset titanic-survival-prediction

Last synced: 10 Apr 2025