Update README.md

820affe3 · Rahim Rasool · 5e90c7cf · 820affe3 · 820affe3
Commit 820affe3 authored Mar 02, 2019 by Rahim Rasool
Show whitespace changes
Inline Side-by-side

Showing with 124 additions and 1 deletions

21.jpg 21.jpg +0 -0

README.md README.md +124 -1

No files found.
--- a/21.jpg
+++ b/21.jpg
--- a/README.md
+++ b/README.md
-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)<br/>
+Regression Models | Environment
+[**Predict student's knowledge level**](User Knowledge Modeling)<br/>
+Classification/Clustering | Education/Web
+[**Can you predict the price of a house?**](Real Estate Valuation)<br/>
+Regression Models | Real Estate
+[**Can you estimate location from WIFI Signal Strength**](Wireless Indoor Localization)<br/>
+Classification Models | Mobile/Location
+[**Predict acceptability of a car**](Car Evaluation)<br/>
+Classification Models | Automobile
+[**Predict seminal quality of an individual**](Fertility)<br/>
+Regression/Classification Models | Healthcare/Life
+[**Estimate chance of bankruptcy from qualitative parameters by experts**](Qualitative Bankruptcy)<br/>
+Classification Models | Finance/Banking
+---
+### Intermediate:
+[**Can you predict the fuel-efficiency of a car?**](Auto MPG)<br/>
+Regression Models | Automobiles
+[**Was that chest pain an indicator of a heart disease**](Heart Disease)<br/>
+Classification Models | Health Sciences
+[**Predict total number of demand of orders**](Daily Demand Forecasting Orders)<br/>
+Regression Models | Business
+[**Find out if a donor will give blood in March 2007**](Blood Transfusion Service Center)<br/>
+Classification Models | Business
+[**Forecast pollution level of a city**](Beijing PM2.5)<br/>
+Regression Models | Environment
+[**Will the patient survive for at least one year after a heart attack**](Echocardiogram)<br/>
+Classification Models | Automobiles
+[**Estimate compressive strength of concrete**](Concrete Compressive Strength)<br/>
+Regression Models | Civil Engineering/Construction
+[**Discover patterns relating liver disorder and alcohol consumption**](Liver Disorders)<br/>
+Classification/Regression/Clustering Models | Healthcare
+[**Predict which stock will provide greatest rate of return**](Dow Jones Index)<br/>
+Clustering/Regression/Classification Models | Business/Finance
+[**Assess heating and cooling load requirements of building**](Energy Efficiency)<br/>
+Regression/Classification Models | Energy
+[**Determine the type of glass using oxide content**](Glass Identification)<br/>
+Classification Models | Physical
+[**Predict chance of survival**](Hepatitis)<br/>
+Classification Models | Healthcare
+[**Find patterns from spending data at wholesale**](Wholesale Customers)<br/>
+Classification/Clustering | Business/Retail
+[**Group similar travel reviews**](Travel Reviews)<br/>
+Clustering/Classification Models | Domain: Web
+[**Relate returns of Istanbul Stock Exchange with other international indices**](Istanbul Stock Exchange)<br/>
+Regression/Classification Models | Business/Finance
+[**Predict bike rental count (hourly/daily) based on the environmental & seasonal settings**](Bike Sharing)<br/>
+Regression Models | Social
+[**Detect Room Occupancy through Light, Temperature, Humidity and CO2 sensors**](Occupancy Detection)<br/>
+Classification Models | Energy/Buildings
+[**Estimate whether a person’s income exceeds $50K/year**](Census Income)<br/>
+Classification Models | Social/Government
+---
+### Advanced:
+[**Detect Autistic Spectrum Disorder (ASD) cases**](Autism Screening Adult)<br/>
+Classification Models | Healthcare/Social Sciences
+[**Estimate the probability of Default**](Default of Credit Card Clients)<br/>
+Classification Models | Business/Finance
+[**Predict if a note is genuine**](Banknote Authentication)<br/>
+Classification Models | Banking/Finance
+[**Find a short term forecast on electricity consumption of a single home**](Individual Household Electric Power Consumption)<br/>
+Regression/Clustering Models | Electricity
+[**Predict the number of shares on social networks**](Online News Popularity)<br/>
+Regression/Classification Models | Business/Web
+---
+### Queries:
+**Can I use these datasets for my project?**<br/>
+Sure! You're totally free to do so.
+**Can I add a dataset here**<br/>
+Send us a pull request and we'll discuss
+**There seems to be a problem here.**<br/>
+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)