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

1. Find out the age of Abalone from physical measurements => Dateset: Abalone)
   Regression Models | Environment

2. Predict student's knowledge level => Dateset: User Knowledge Modeling)
   Classification/Clustering | Education/Web

3. Can you predict the price of a house? => Dateset: Real Estate Valuation)
   Regression Models | Real Estate

4. Can you estimate location from WIFI Signal Strength => Dateset: Wireless Indoor Localization)
   Classification Models | Mobile/Location

5. Predict acceptability of a car => Dateset: Car Evaluation)
   Classification Models | Automobile

6. Predict seminal quality of an individual => Dateset: Fertility)
   Regression/Classification Models | Healthcare/Life

7. Estimate chance of bankruptcy from qualitative parameters by experts => Dateset: Qualitative Bankruptcy)
   Classification Models | Finance/Banking

8. Understand driving patterns of Birmingham with respect to time and date => Dateset: Birmingham Parking Dataset)
   Regression/Classification Models | Transport and Mobility

9. Explore the effect of time, date and weather on traffic volume on a US Interstate] Regression Models | Transport and Mobility

10. Explore patterns in drug abuse between cities, age groups and racial groups => Dateset: Accidental Drug Related Deaths in Connecticut, US)
    Classification Models | Healthcare/Social Sciences

1. Can you predict the fuel-efficiency of a car? => Dateset: Auto MPG)
   Regression Models | Automobiles

2. Was that chest pain an indicator of a heart disease => Dateset: Heart Disease)
   Classification Models | Health Sciences

3. Predict total number of demand of orders => Dateset: Daily Demand Forecasting Orders)
   Regression Models | Business

4. Find out if a donor will give blood in March 2007 => Dateset: Blood Transfusion Service Center)
   Classification Models | Business

5. Forecast pollution level of a city => Dateset: Beijing PM2.5)
   Regression Models | Environment

6. Will the patient survive for at least one year after a heart attack => Dateset: Echocardiogram)
   Classification Models | Automobiles

7. Estimate compressive strength of concrete => Dateset: Concrete Compressive Strength)
   Regression Models | Civil Engineering/Construction

8. Discover patterns relating liver disorder and alcohol consumption => Dateset: Liver Disorders)
   Classification/Regression/Clustering Models | Healthcare

9. Predict which stock will provide greatest rate of return => Dateset: Dow Jones Index)
   Clustering/Regression/Classification Models | Business/Finance

10. Assess heating and cooling load requirements of building => Dateset: Energy Efficiency)
    Regression/Classification Models | Energy

11. Determine the type of glass using oxide content => Dateset: Glass Identification)
    Classification Models | Physical

12. Predict chance of survival => Dateset: Hepatitis)
    Classification Models | Healthcare

13. Find patterns from spending data at wholesale => Dateset: Wholesale Customers)
    Classification/Clustering | Business/Retail

14. Group similar travel reviews => Dateset: Travel Reviews)
    Clustering/Classification Models | Domain: Web

15. Relate returns of Istanbul Stock Exchange with other international indices => Dateset: Istanbul Stock Exchange)
    Regression/Classification Models | Business/Finance

16. Predict bike rental count (hourly/daily) based on the environmental & seasonal settings => Dateset: Bike Sharing)
    Regression Models | Social

17. Detect Room Occupancy through Light, Temperature, Humidity and CO2 sensors => Dateset: Occupancy Detection)
    Classification Models | Energy/Buildings

18. Estimate whether a person’s income exceeds $50K/year => Dateset: Census Income)
    Classification Models | Social/Government

19. Predict the condition of a patients liver from their bloodwork] Classification Models | Healthcare

20. Predict future poverty trends in EU Countries => Dateset: EU Population Poverty Status Dataset)
    Regression Models | Social/Government

21. Predict the spread of Tuberculosis across the US => Dateset: US Tuberculosis Dataset)
    Regression Models | Healthcare

22. Determine if smoking, invasive birth control methods and a history of STDs can lead to Cervical Cancer => Dateset: Risk Factors for Cervical Cancer)
    Classification Models | Healthcare

1. Detect Autistic Spectrum Disorder (ASD) cases => Dateset: Autism Screening Adult)
   Classification Models | Healthcare/Social Sciences

2. Estimate the probability of Default => Dateset: Default of Credit Card Clients)
   Classification Models | Business/Finance

3. Predict if a note is genuine => Dateset: Banknote Authentication)
   Classification Models | Banking/Finance

4. Find a short term forecast on electricity consumption of a single home => Dateset: Individual Household Electric Power Consumption)
   Regression/Clustering Models | Electricity

5. Predict the number of shares on social networks => Dateset: Online News Popularity)
   Regression/Classification Models | Business/Web

6. Analyze the text or sentiment of products on Amazon, or recommend products => Dateset: Amazon Product Reviews)
   Text Analytics/Sentiment Analysis/Recommender Systems

7. Explore predictive modelling and numerical forecasting techniques => Dateset: Portugal 2019 Election Dataset)
   Regression Models | Social Sciences/Government

8. Explore changes in brain activity in humans in the presence and absence of a visual stimulus => Dateset: EEG Eye State Dataset)
   Classification Models | Neuroscience/Healthcare

9. Explore patterns in brain activity based on multiple visual and non-visual stimuli => Dateset: EEG Steady State Evoked Potential Dataset)
   Classification Models | Neuroscience/Healthcare