Kaggle Datasets


for Beginners


Image Credit: Analytics Drift


Starting your data science journey? Dive into the world of data with the top Kaggle datasets designed to guide beginners through hands-on exploration and skill-building.

Titanic: Machine Learning from Disaster

Begin with a classic: the Titanic dataset. Explore this introductory dataset to predict survival outcomes, laying the foundation for understanding data and machine learning concepts.

Iris: The Classic Classification Challenge

Delve into the Iris dataset—a timeless favorite for classification tasks. With straightforward features, beginners can grasp the fundamentals of data analysis and classification algorithms.

Wine Quality: Regression Essentials

Take a step into regression with the Wine Quality dataset. Predict the quality of wines based on various features, honing your regression analysis skills along the way.

MNIST: Image Classification Playground

Enter the realm of image classification with the MNIST dataset. Recognize handwritten digits and explore the fascinating world of computer vision—a must for any budding data scientist.

Boston Housing: Real-World Regression

Transition to real-world regression challenges with the Boston Housing dataset. Predict housing prices based on various factors, gaining valuable experience in regression modeling.

Bank Marketing: Customer Behavior Analysis

Explore customer behavior analysis with the Bank Marketing dataset. This real-world dataset provides insights into marketing strategies and customer interactions, offering practical experience for beginners.

IMDB Movie Reviews: NLP Exploration

Step into natural language processing (NLP) with the IMDB Movie Reviews dataset. Analyze sentiment in movie reviews, unraveling the power of text-based data analysis.

FIFA 19: Sports Analytics Fun

Combine data science with sports analytics using the FIFA 19 dataset. Analyze player attributes, team performance, and more, showcasing the versatility of data science in various domains.

California Housing Prices: Geospatial Analysis

Venture into geospatial analysis with the California Housing Prices dataset. Explore the correlation between housing prices and geographical factors, adding a spatial dimension to your data skills.

Heart Disease UCI: Healthcare Insights

Gain insights into healthcare data with the Heart Disease UCI dataset. Predict the presence of heart disease based on patient information, offering a valuable introduction to healthcare analytics.


Conclude your journey through the top Kaggle datasets for beginners. Each dataset serves as a stepping stone, providing hands-on experience and essential skills for aspiring data scientists.

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Produced by: Analytics Drift Designed by: Prathamesh