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Results tagged with machine-learning
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user 10904
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.
2
votes
Deploying models on bigdata platforms like Hadoop and Spark
1 Since dataset is huge I can make use any disributed platform for faster computaion and model creation right?
Yes, that is what distributed platforms are for.
2 Once the model is ready, then …
- 405
0
votes
Riskscore creation on Numerical Data
There are traditional ways of creating a risk scorecard using linear regression techniques. It's a whole topic in itself. A good book for beginners to read in-depth about it would be this.
For sure, …
- 405
4
votes
Accepted
Data set size versus data dimension, is there a rule of thumb?
In this video by Caltech prof. Yaser Abu-Mostafa, he explains the relationship between dimension of a dataset and it's size required for any learning model to work.
As a general rule of thumb, size o …
- 405