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Explore and run machine learning code with Kaggle Notebooks | Using data from multiple data sources.
May 22, 2024 · What is EDA? Exploratory Data Analysis (EDA) is a method used to analyze and summarize datasets. Majority of the EDA techniques involve the use of graphs. Titanic Dataset – It is one of the most popular datasets used for understanding machine learning basics.
An in-depth analysis of the Titanic dataset, exploring passenger demographics, survival rates, and other key metrics using Python. This repository contains code for data acquisition, preprocessing,...
Dec 30, 2020 · EDA is a statistical approach for visualizing and analyzing data before making up a hypothesis or modeling. This is Part I of my series on Getting Started with Data Science. Part I — EDA on...
Aug 1, 2020 · Exploratory Data Analysis with Titanic Data Set. [ ] from google.colab import drive. drive.mount('/content/gdrive')
Here is the detailed explanation of Exploratory Data Analysis of the Titanic. Finally we are applying Logistic Regression for the prediction of the survived ...
Jun 28, 2023 · In this article, we will undertake an Exploratory Data Analysis (EDA) on the Titanic dataset with primary focus on understanding its structure, cleaning the data, and visualizing it using histograms and bar plots.
About. Successfully leading an extensive EDA on the Titanic dataset, I curated a comprehensive analysis encompassing data collection, cleaning, and feature engineering. Employing statistical methods and advanced visualizations, I identified key factors influencing passenger survival, providing valuable insights. Readme. Activity. 0 stars.
Exploratory Data analysis of the Titanic disaster dataset. Requirements: Python 3.x, Jupyter Notebook , Numpy, Pandas, Matplotlib, Seaborn. The notebook is also added with comments for its major steps for better understanding of the process. Major insights extracted: Females were given higher priority in the rescue operation than male\
Oct 11, 2021 · Dataset Overview 🚢. The titanic.csv file contains data for 887 of the real Titanic passengers. Each row represents one person. The columns describe different attributes about the person...
