Home - Statistics-and-Machine-Learning-with-R/Statistical-Methods-and-Machine-Learning-in-R GitHub Wiki
Statistics and Machine learning with R:
The wiki contains the theoretical concepts of various Statistical Methods, especially for bio-information analysis.
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Look at the right side of this page, there are sections of topics discussing each point technically and descriptively.
- Section-1 is about R (install, usage, basic commands).
- Section-2 refers to the pre-processing of Data being used for analysis.
- Section-3 describes the implementation of Statistical techniques in order to get beneficial information from data.
- Section-4 explains the possible use of Machine Learning, its types in R.
- Section-5 holds the implementation of these analyses with pictorial description.
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Pointing at the bottom end, you will find a road-map to perform general statistical analysis and Useful links section.
- FAQs are based on possible questions from users and commonly made mistakes.
- Useful links can provide the user with some other recommendations if they are more interested.
Roadmap
Here is a roadmap you can use if you are not sure how all of these comes together
