# Can WeCP help me assess candidates for Data Science and Machine Learning?

Data Science and Machine Learning is greatly in demand these days. Does WeCP provides any solution for the same?

##### Post Metadata
- Posted at: almost 6 years ago
- Net upvotes: 1


## Comments
### Comment 1

Yes, we evaluate data science & related skills using below three compiler-based assessment:
a) Data Science Compiler,
b) Data Visualisation Compiler, 
c) Machine Learning Compiler

a) Data Science Compiler based tests are generally 30 mins to 60 mins test covering key concepts. Candidates are given datasets and popular libraries of R & Python with a realtime IDE to code. The tool automatically grades the program.

b) Data Visualisation Compiler based tests are generally 30 mins - 45 mins test asking candidates to plot visualisation for a given dataset. 

c) Machine Learning Compiler based tests are generally 2hr - 6hr long challenge where candidates build a machine learning model. They work on improving the accuracy of the model. The tool automatically evaluates the model using mathematical evaluation algorithm.



##### Comment Metadata
- Posted at: over 5 years ago
- Author title: CEO & Co-Founder
- Net upvotes: 1



## Related Product
[WeCP (We Create Problems)](https://www.g2.com/products/wecp-we-create-problems/reviews)

## Related Category
[Technical Skills Screening](https://www.g2.com/categories/technical-skills-screening)

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