diff --git a/21.jpg b/21.jpg new file mode 100644 index 0000000..20cfe76 Binary files /dev/null and b/21.jpg differ diff --git a/README.md b/README.md index fc1dfb0..69d6bb8 100644 --- a/README.md +++ b/README.md @@ -1 +1,124 @@ -Datasets to be made public +# Data Sets to Uplift your Skills + + ++ Data Science Dojo has added 30 data sets to this repository. ++ 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. ++ The data sets below have been sorted with increasing level of difficulty for convenience (Beginner, Intermediate, Advanced). + +![](21.jpg) + +##### In order to fork this repository, click on the link to the guide [How to fork a project](https://docs.gitlab.com/ee/gitlab-basics/fork-project.html) on GitLab. + +--- +### Beginner: + +[**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 +--- +### Intermediate: + +[**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 + +--- +### Advanced: + +[**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 + +--- + +### Queries: + +**Can I use these datasets for my project?**
+Sure! You're totally free to do so. + +**Can I add a dataset here**
+Send us a pull request and we'll discuss + +**There seems to be a problem here.**
+If you find an issue, kindly raise it using help of this [link](https://docs.gitlab.com/ee/user/project/issues/create_new_issue.html) + +