Beginner Kaggle Challenges
Start your data science journey with these beginner-friendly Kaggle tasks, designed to help you learn essential skills and build your portfolio.
Titanic Survival Prediction
Predict survival on the Titanic using passenger data. Great for binary classification beginners.
House Prices
Predict house prices in Ames, Iowa. A classic regression problem to learn feature engineering.
Digit Recognizer
Classify handwritten digits using the MNIST dataset. Ideal for beginners in image classification.
Iris Species Classification
Use the Iris dataset to classify flower species. A beginner-friendly multiclass classification task.
Breast Cancer Detection
Identify breast cancer cases from health data, practicing binary classification.
Wine Quality Prediction
Predict wine quality ratings based on physicochemical tests. Ideal for regression and classification practice.
Heart Disease Prediction
Classify heart disease presence from patient data. A great project for learning medical data handling.
Forest Cover Type
Predict forest cover type from cartographic variables. Practice classification and environmental data analysis.
Bike Sharing Demand
Predict daily bike rental demand based on weather and seasonal variables. Perfect for regression learning.
IMDB Movie Reviews
Perform sentiment analysis on movie reviews. Practice text processing and classification.
Mall Customer Segmentation
Cluster customers based on their spending patterns and demographic data. Perfect for practicing unsupervised learning.
Retail Sales Prediction
Predict sales volumes in retail stores to optimize inventory. A great project for time-series forecasting.
Spam Classification
Classify SMS messages as spam or not. Ideal for learning natural language processing basics.
Image Segmentation
Segment images to identify objects and their boundaries. A good introduction to computer vision techniques.
Human Activity Recognition
Classify human activities based on sensor data from smartphones. Useful for time-series and classification learning.
Zillow House Price Prediction
Predict housing prices using Zillow data. Ideal for learning feature selection and regression.
Mushroom Classification
Classify mushrooms as edible or poisonous based on physical characteristics. A fun and simple binary classification task.
Avocado Prices Prediction
Predict avocado prices over time across different regions. A great project for time-series and trend analysis.
Air Quality Analysis
Analyze air quality indicators to understand pollution trends. Useful for data cleaning and environmental data analysis.
Uber Rides Data Analysis
Analyze Uber ride data to find patterns in pickup times and locations. Perfect for data visualization and analysis.
World Happiness Report
Analyze global happiness metrics to understand factors contributing to well-being. Ideal for correlation and data storytelling.
Covid-19 Cases Prediction
Predict Covid-19 case counts over time. Perfect for time-series forecasting and health data analysis.
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