The repository carries a diverse range of themes, difficulty levels, sizes and attributes. They offer hands-on practice to boost their skills in exploratory data analysis, data visualization, data wrangling and machine learning.
GoogleNews-vectors-negative300.bin.gz can be download from internet/kaggle
[Find out the age of Abalone from physical measurements] - (Abalone)
Regression Models | Environment
[Predict student's knowledge level] - (User Knowledge Modeling)
Classification/Clustering | Education/Web
[Can you predict the price of a house?] - (Real Estate Valuation)
Regression Models | Real Estate
[Can you estimate location from WIFI Signal Strength] - (Wireless Indoor Localization)
Classification Models | Mobile/Location
[Predict acceptability of a car] - (Car Evaluation)
Classification Models | Automobile
[Predict seminal quality of an individual] - (Fertility)
Regression/Classification Models | Healthcare/Life
[Estimate chance of bankruptcy from qualitative parameters by experts] - (Qualitative Bankruptcy)
Classification Models | Finance/Banking
[Understand driving patterns of Birmingham with respect to time and date] - (Birmingham Parking Dataset)
Regression/Classification Models | Transport and Mobility
[Explore the effect of time, date and weather on traffic volume on a US Interstate] Regression Models | Transport and Mobility
[Explore patterns in drug abuse between cities, age groups and racial groups] - (Accidental Drug Related Deaths in Connecticut, US)
Classification Models | Healthcare/Social Sciences
[Can you predict the fuel-efficiency of a car?] - (Auto MPG)
Regression Models | Automobiles
[Was that chest pain an indicator of a heart disease] - (Heart Disease)
Classification Models | Health Sciences
[Predict total number of demand of orders] - (Daily Demand Forecasting Orders)
Regression Models | Business
[Find out if a donor will give blood in March 2007] - (Blood Transfusion Service Center)
Classification Models | Business
[Forecast pollution level of a city] - (Beijing PM2.5)
Regression Models | Environment
[Will the patient survive for at least one year after a heart attack] - (Echocardiogram)
Classification Models | Automobiles
[Estimate compressive strength of concrete] - (Concrete Compressive Strength)
Regression Models | Civil Engineering/Construction
[Discover patterns relating liver disorder and alcohol consumption] - (Liver Disorders)
Classification/Regression/Clustering Models | Healthcare
[Predict which stock will provide greatest rate of return] - (Dow Jones Index)
Clustering/Regression/Classification Models | Business/Finance
[Assess heating and cooling load requirements of building] - (Energy Efficiency)
Regression/Classification Models | Energy
[Determine the type of glass using oxide content] - (Glass Identification)
Classification Models | Physical
[Predict chance of survival] - (Hepatitis)
Classification Models | Healthcare
[Find patterns from spending data at wholesale] - (Wholesale Customers)
Classification/Clustering | Business/Retail
[Group similar travel reviews] - (Travel Reviews)
Clustering/Classification Models | Domain: Web
[Relate returns of Istanbul Stock Exchange with other international indices] - (Istanbul Stock Exchange)
Regression/Classification Models | Business/Finance
[Predict bike rental count (hourly/daily) based on the environmental & seasonal settings] - (Bike Sharing)
Regression Models | Social
[Detect Room Occupancy through Light, Temperature, Humidity and CO2 sensors] - (Occupancy Detection)
Classification Models | Energy/Buildings
[Estimate whether a person’s income exceeds $50K/year] - (Census Income)
Classification Models | Social/Government
[Predict the condition of a patients liver from their bloodwork] Classification Models | Healthcare
[Predict future poverty trends in EU Countries] - (EU Population Poverty Status Dataset)
Regression Models | Social/Government
[Predict the spread of Tuberculosis across the US] - (US Tuberculosis Dataset)
Regression Models | Healthcare
[Determine if smoking, invasive birth control methods and a history of STDs can lead to Cervical Cancer] - (Risk Factors for Cervical Cancer)
Classification Models | Healthcare
[Detect Autistic Spectrum Disorder (ASD) cases] - (Autism Screening Adult)
Classification Models | Healthcare/Social Sciences
[Estimate the probability of Default] - (Default of Credit Card Clients)
Classification Models | Business/Finance
[Predict if a note is genuine] - (Banknote Authentication)
Classification Models | Banking/Finance
[Find a short term forecast on electricity consumption of a single home] - (Individual Household Electric Power Consumption)
Regression/Clustering Models | Electricity
[Predict the number of shares on social networks] - (Online News Popularity)
Regression/Classification Models | Business/Web
[Analyze the text or sentiment of products on Amazon, or recommend products] - (Amazon Product Reviews)
Text Analytics/Sentiment Analysis/Recommender Systems
[Explore predictive modelling and numerical forecasting techniques] - (Portugal 2019 Election Dataset)
Regression Models | Social Sciences/Government
[Explore changes in brain activity in humans in the presence and absence of a visual stimulus] - (EEG Eye State Dataset)
Classification Models | Neuroscience/Healthcare
[Explore patterns in brain activity based on multiple visual and non-visual stimuli] - (EEG Steady State Evoked Potential Dataset)
Classification Models | Neuroscience/Healthcare