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Machine Learning is a subfield of computer science that draws on elements from algorithmic analysis, computational statistics, mathematics, optimization, etc. It is mainly concerned with the use of data to construct models that have high predictive/forecasting ability. Topics include modeling building, applications, theory, etc.
1
vote
Job title similarity
Not sure if this is exactly what you're looking for, but r-base has a function called "adist" which creates a distance matrix of approximate string distances (according to the Levenshtein distance). T …
5
votes
Accepted
Linearly increasing data with manual reset
I thought this was an interesting problem, so I wrote a sample data set and a linear slope estimator in R. I hope it helps you with your problem. I'm going to make some assumptions, the biggest is t …
14
votes
What algorithms should I use to perform job classification based on resume data?
Check out this link.
Here, they will take you through loading unstructured text to creating a wordcloud. You can adapt this strategy and instead of creating a wordcloud, you can create a frequency m …