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### Comparison of machine learning algorithms

Suppose that I have taken 8 machine learning algorithms which are used by researchers most frequently. I have applied these 8 machine learning algorithms over 8 datasets which are publicly available ...
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### Standardizing data with categorical and quantitative data

I'm analyzing a data set as a final project. This is a categorical data analysis course so I will be focusing on a logistic regression analysis. I scrapped together the data set from flight data and ...
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### Skills & coursework needed to be a data analyst

I am graduating with a bachelor's degree in applied math and I will pursue a master's degree in statistics this fall. There are many specialized fields in applied statistics. I realize I may be more ...
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### What can I read to give me a meta-view of statistics as a field

What can I read that will give me a meta-view of the diverse field of statistics and data science? With few exceptions much of what I get my hands of goes straight into formulae and methodologies. ...
526 views

### Do you have a global vision on those analysis techniques?

I'm currently on a project where I basically need, like we all do, to understand how output $y$ is related to input $x$. The particularity here is that data $(y,x)$ is given to me one piece at a time, ...