Datasets.md

A library of Datasets !!

Here we have curated links of various datasets , with respect to their ML solution and Difficulty.

• Regression :

  • California Housing prices : https://www.kaggle.com/camnugent/california-housing-prices?select=housing.csv
  • Car Price Prediction : https://www.kaggle.com/hellbuoy/car-price-prediction?select=CarPrice_Assignment.csv
  • Medical Cost Personal Datasets : https://www.kaggle.com/mirichoi0218/insurance?select=insurance.csv
  • Salary dataset: https://www.kaggle.com/vihansp/salary-data

• Classification :

  • Mushroom Classification : https://www.kaggle.com/uciml/mushroom-classification?select=mushrooms.csv
  • Breast Cancer Wisconsin (Diagnostic) Data Set : https://www.kaggle.com/uciml/breast-cancer-wisconsin-data?select=data.csv
  • Titanic - Machine Learning from Disaster : https://www.kaggle.com/c/titanic/data?select=train.csv
  • Heart Disease Dataset : https://www.kaggle.com/dileep070/heart-disease-prediction-using-logistic-regression

• Clustering :

  • Household Electric Power Consumption : https://www.kaggle.com/uciml/electric-power-consumption-data-set?select=household_power_consumption.txt
  • TMDB 5000 Movie Dataset : https://www.kaggle.com/tmdb/tmdb-movie-metadata

• Artificial Neural Network :

  • Churn Modelling : https://www.kaggle.com/shubh0799/churn-modelling?select=Churn_Modelling.csv

• Deep Learning ( CNN ):

  • THE MNIST DATABASE of handwritten digits : http://yann.lecun.com/exdb/mnist/
  • Fashion MNIST : https://www.kaggle.com/zalando-research/fashionmnist
  • Dogs vs. Cats : https://www.kaggle.com/c/dogs-vs-cats/data

• NLP :

  • Amazon product data : http://jmcauley.ucsd.edu/data/amazon/
  • Multi-Domain Sentiment Dataset : https://www.cs.jhu.edu/~mdredze/datasets/sentiment/index2.html
  • Restaurant reviews Dataset : https://www.kaggle.com/apekshakom/sentiment-analysis-of-restaurant-reviews