Titanic Datasets Predictive Model Titanic Dataset Ipynb At Main

By healtycares On Aug 25, 2025

Titanic Datasets Predictive Model Titanic Dataset Ipynb At Main Introduction this project explores the titanic dataset from kaggle to uncover the key factors that influenced passenger survival and build a machine learning model to predict survival outcomes. we will: perform exploratory data analysis (eda) visualise survival by features such as gender and class preprocess the data for modeling train and evaluate a logistic regression model extract insights. Let's take a look at a small sample of the dataset to understand the raw data we're working with. this gives us a chance to spot obvious issues or patterns. we see various features such as age,.

Titanic Dataset Titanic Dataset Ipynb At Main Pranjalsatpute Titanic Using the titanic machine learning from disaster dataset from kaggle, i have built scripts that use a variety of machine learning algorithms from sklearn in python to predict the survival of passengers from the titanic tragedy. here, i will go through the process i used to clean the data. This repository contains the analysis and visualization of the titanic dataset. the project aims to explore various factors that affected the survival rates of passengers aboard the titanic and to build a predictive model to determine the likelihood of survival. Researchers across fields may find that statsmodels fully meets their needs for statistical computing and data analysis in python. features include: input output tools for producing tables in a. Analyze survival patterns in the titanic dataset using data preprocessing and visualization. discover key insights from the tragic 1912 disaster.

Titanic Dataset Kaggle Researchers across fields may find that statsmodels fully meets their needs for statistical computing and data analysis in python. features include: input output tools for producing tables in a. Analyze survival patterns in the titanic dataset using data preprocessing and visualization. discover key insights from the tragic 1912 disaster. This paper investigates the utility of the titanic dataset for training various machine learning models, focusing on both binary classification accuracy and the insights gained from feature engineering. Data science python notebooks: deep learning (tensorflow, theano, caffe, keras), scikit learn, kaggle, big data (spark, hadoop mapreduce, hdfs), matplotlib, pandas, numpy, scipy, python essentials, aws, and various command lines. data science ipython notebooks kaggle titanic.ipynb at master · donnemartin data science ipython notebooks. Our aim was to predict the survival rates by using different models. i successfully passed the assignment, yet after finalizing the course i wanted to deepen my analysis. In this problem we are given a dataset to predict the likelihood of someone surviving on the titanic. the result is a binary variable of either surviving or not. measurement of success:.

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Titanic data set prediction using machine learning models

Titanic data set prediction using machine learning models

Titanic data set prediction using machine learning models Feature Engineering with the Titanic Dataset! Beginner Kaggle Data Science Project Walk-Through (Titanic) Titanic Survival Prediction in Python - Machine Learning Project Using Machine Learning Classification Algorithms to Predict Survivability on the Titanic Beginner Data Science Portfolio Project Walkthrough (Kaggle Titanic) Build Your First Predictive Model - Titanic Survival Problem | Must have Resume Project Getting Started with the Titanic Dataset! How to Get Started with Kaggle’s Titanic Competition | Kaggle Tutorial 11-Exploratory Data Analysis(EDA) of Titanic dataset Does principal component analysis improve accuracy of Titanic dataset? Exploring the Titanic Dataset with OpenAI's ChatGPT: A Walkthrough on Data Analysis Project 15. Titanic Survival Prediction using Machine Learning in Python | Machine Learning Project Jupyter Notebook Complete Beginner Guide - From Jupyter to Jupyterlab, Google Colab and Kaggle! #25 (Predictive Modeling) Variable Transformation in Python | Google Colab | Titanic Dataset | RK 3. Downloading the titanic dataset from Kaggle || Dr. Dhaval Maheta Kaggle Titanic Survival Prediction (Part 2) - Model Training & Evaluation Titanic Data Analysis Ipython Notebook Demonstration Titanic Dataset Analysis (Classification) | Kaggle | Machine Learning | Python EDA analysis on Titanic dataset . #jupyternotebook

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