Update README.md

49f5cc33 · Rahim Rasool · d108f3a6 · 49f5cc33
Commit 49f5cc33 authored Feb 28, 2019 by Rahim Rasool
Hide whitespace changes
Inline Side-by-side

Showing with 135 additions and 3 deletions

README.md README.md +135 -3

No files found.
--- a/README.md
+++ b/README.md
-##### Datasets
+# Data Sets to Uplift your Skills 

-This is a test commit 
-Arham

+ 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).
+
+##### 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:
+
+1) **Find out the age of Abalone from physical measurements**<br/>
+Recommended Use: Regression Models<br/>
+Domain: Environment
+
+2) **Predict student's knowledge level**<br/>
+Recommended Use: Classification/Clustering<br/>
+Domain: Education/Web
+
+3) **Can you predict the price of a house?**<br/>
+Recommended Use: Regression Models<br/>
+Domain: Real Estate
+
+4) **Can you estimate location from WIFI Signal Strength**<br/>
+Recommended Use: Classification Models<br/>
+Domain: Mobile/Location
+
+5) **Predict acceptability of a car**<br/>
+Recommended Use: Classification Models<br/>
+Domain: Automobile
+
+6) **Predict seminal quality of an individual**<br/>
+Recommended Use: Regression/Classification Models<br/>
+Domain: Healthcare/Life
+
+7) **Estimate chance of bankruptcy from qualitative parameters by experts**<br/>
+Recommended Use: Classification Models<br/>
+Domain: Finance/Banking
+---
+### Intermediate:
+
+8) **Can you predict the fuel-efficiency of a car?**<br/>
+Recommended Use: Regression Models<br/>
+Domain: Automobiles
+
+9) **Was that chest pain an indicator of a heart disease**<br/>
+Recommended Use: Classification Models<br/>
+Domain: Health Sciences
+
+10) **Predict total number of demand of orders**<br/>
+Recommended Use: Regression Models<br/>
+Domain: Business
+
+11) **Find out if a donor will give blood in March 2007**<br/>
+Recommended Use: Classification Models<br/>
+Domain: Business
+
+12) **Forecast pollution level of a city**<br/>
+Recommended Use: Regression Models<br/>
+Domain: Environment
+
+13) **Will the patient survive for at least one year after a heart attack**<br/>
+Recommended Use: Classification Models<br/>
+Domain: Automobiles
+
+14) **Estimate compressive strength of concrete**<br/>
+Recommended Use: Regression Models<br/>
+Domain: Civil Engineering/Construction
+
+15) **Discover patterns relating liver disorder and alcohol consumption**<br/>
+Recommended Use: Classification/Regression/Clustering Models<br/>
+Domain: Healthcare
+
+16) **Predict which stock will provide greatest rate of return**<br/>
+Recommended Use: Clustering/Regression/Classification Models<br/>
+Domain: Business/Finance
+
+17) **Assess heating and cooling load requirements of building**<br/>
+Recommended Use: Regression/Classification Models<br/>
+Domain: Energy
+
+18) **Determine the type of glass using oxide content**<br/>
+Recommended Use: Classification Models<br/>
+Domain: Physical
+
+19) **Predict chance of survival**<br/>
+Recommended Use: Classification Models<br/>
+Domain: Healthcare
+
+20) **Find patterns from spending data at wholesale**<br/>
+Recommended Use: Classification/Clustering<br/>
+Domain: Business/Retail
+
+21) **Group similar travel reviews**<br/>
+Recommended Use: Clustering/Classification Models<br/>
+Domain: Web
+
+22) **Relate returns of Istanbul Stock Exchange with other international indices**<br/>
+Recommended Use: Regression/Classification Models<br/>
+Domain: Business/Finance
+
+23) **Predict bike rental count (hourly/daily) based on the environmental & seasonal settings**<br/>
+Recommended Use: Regression Models<br/>
+Domain: Social
+
+24) **Detect Room Occupancy through Light, Temperature, Humidity and CO2 sensors**<br/>
+Recommended Use: Classification Models<br/>
+Domain: Energy/Buildings
+
+25) **Estimate whether a person’s income exceeds $50K/year**<br/>
+Recommended Use: Classification Models<br/>
+Domain: Social/Government
+
+---
+### Advanced:
+
+26) **Detect Autistic Spectrum Disorder (ASD) cases**<br/>
+Recommended Use: Classification Models<br/>
+Domain: Healthcare/Social Sciences
+
+27) **Estimate the probability of Default**<br/>
+Recommended Use: Classification Models<br/>
+Domain: Business/Finance
+
+28) **Predict if a note is genuine**<br/>
+Recommended Use: Classification Models<br/>
+Domain: Banking/Finance
+
+29) **Find a short term forecast on electricity consumption of a single home**<br/>
+Recommended Use: Regression/Clustering Models<br/>
+Domain: Electricity
+
+30) **Predict the number of shares on social networks**<br/>
+Recommended Use: Regression/Classification Models<br/>
+Domain: Business/Web