Skip to content

D
Datasets
Commit 49f5cc33 by Rahim Rasool
Options

Update README.md

parent d108f3a6
Showing with 135 additions and 3 deletions
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
......
  • Eric @pojabap893 commented

    Data Science Dojo has added 30 diverse datasets to the repository, covering various themes, difficulty levels, and sizes. These datasets are designed for hands-on practice in data wrangling, visualization, EDA, and machine learning, and are organized from beginner to advanced levels for easy navigation. https://minecrftgeek.com Minecraft APK allows users to install the game manually on Android devices. Always download from official or trusted sources to avoid security risks.

  • Castle @castleappsmom commented

    The Y999 game is a real-money gaming app offering high earning potential, instant withdrawals, and multiple game modes. With secure transactions, referral bonuses, and daily rewards, users in Pakistan can earn cash using Android phones.

Markdown is supported
0% or
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment
Explore Help Data Science Dojo