Heart Disease Prediction with Python and Machine Learning
Inroduction: Heart disease is a major global health concern, and early detection is key to preventing severe outcomes. This project aims to build machine learning models to predict the risk of heart disease using clinical data such as age, blood pressure, cholesterol, heart rate, and more. Using a public dataset from Kaggle, we perform exploratory […]
Loan Eligibility Prediction Using Machine Learning
Introduction: Step 2:Load The Dataset: df = pd.read_csv(‘loan_data.csv’) df.head() Step 3: Dataset Information Step 4: Getting The Dimensions Of The Dataframe Step 5: Descriptive Statistics Of Numerical Columns Step 6: Exploratory Data Analysis i) Pie Chart: ii) Bar plot: iii) Histogram: iv) Box Plot: Step 8: Average Loan Amount By Martial Status And Gender Step […]