Classic Datasets for Fundamental Skills
Classic datasets like Iris, Titanic, and Boston Housing are fundamental for mastering data science. Iris aids classification, Titanic explores survival analysis, and Boston Housing teaches regression. These classics offer a diverse playground for building essential skills in data analysis, machine learning, and statistical modeling.
- Iris Dataset
- Titanic Dataset
- Boston Housing Dataset
Top Free Dataset Resources for Data Science Projects
Imagine your data journey as a quirky adventure! The Iris dataset is a friendly neighborhood where flowers spill their secrets. Titanic data is like solving a dramatic mystery – who survived the shipwreck? Boston Housing is your real estate rollercoaster, predicting house prices with flair. MNIST digits are the whimsical characters in a pixelated parade, while CIFAR-10 is a vibrant carnival of colorful images. Wine Quality, your connoisseur escapade, sipping data for the perfect blend. Netflix Prize data? Your ticket to a cinematic treasure hunt! And don’t forget the Credit Card Fraud dataset, the Sherlock Holmes of anomalies, catching sneaky transactions! Data science: where numbers meet laughter.
In this article we will discuss about List of Datasets you need to practice data science skills.
Table of Content
- Overview of Data Science Practice
- Importance of Hands-on Experience
- Classic Datasets for Fundamental Skills
- Image Classification Datasets
- Regression and Predictive Modeling Datasets
- Natural Language Processing (NLP) Datasets
- Specific Use Cases
- Anomaly Detection Datasets
- Recommender System Datasets
- Healthcare Datasets
- Text Classification Datasets
- IoT (Internet of Things) Datasets
- Time Series Datasets
- Clustering Datasets
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