<commit_before>### One-shot R tutorial (EARIN)
 - https://github.com/pwasiewi/earin/blob/master/scripts/01stepfirsten.R


### EARIN materials
 - https://github.com/pwasiewi/earin
 - https://github.com/pwasiewi/dokerz/tree/master/rstudio
 - [https://www.svm-tutorial.com/2014/10/support-vector-regression-r/](The site with R tutorials for regression and svm (a free ebook about svm!)
 - [https://www.r-bloggers.com/learning-kernels-svm/](Visualization of the svm square kernel transformation)
 - [http://www.wekaleamstudios.co.uk/supplementary-material/](R leaflets)
 - [https://cran.r-project.org/web/packages/caret/vignettes/caret.pdf"](Short intro to the classifier library wrapper caret)
 - [https://topepo.github.io/caret/model-training-and-tuning.html"](More advanced description of the classifier library wrapper caret)
 - [https://www.analyticsvidhya.com/blog/2016/12/practical-guide-to-implement-machine-learning-with-caret-package-in-r-with-practice-problem/"](Yet another tutorial about the classifier library wrapper caret)
 - [https://www.coursera.org/learn/practical-machine-learning/lecture/Bu9ns/caret-package](Coursera video tutorial about the classifier library wrapper caret)
 - [https://www.youtube.com/watch?v=7Jbb2ItbTC4](Extremely interesting video tutorial about the classifier library wrapper caret)

### Linear regression, gradient descent optimization tutorial (EARIN)
 - https://github.com/pwasiewi/earin/blob/master/scripts/02regrfirsten.R
 
### Data mining projects for studying (in R, Python)
 - https://github.com/pwasiewi/earin/blob/master/scripts/00kaggle_projects_to_learn.R
 - https://www.kaggle.com/competitions

### Fuzzy Logic in Arduino
 - http://www.zerokol.com/2012/09/arduinofuzzy-fuzzy-library-for-arduino.html
 - https://github.com/zerokol/eFLL
 - https://gist.github.com/zerokol/4110773

### online R help e.g. mvrnorm
- http://www.inside-r.org/packages/cran/rockchalk/docs/mvrnorm

### Courses 
##### machine learning in Octave 
- https://www.coursera.org/learn/machine-learning/home/welcome 
- http://www.holehouse.org/mlclass/index.html 
- https://github.com/emersonmoretto/mlclass-ex1 
- https://github.com/schneems/Octave

##### machine learning in python 
- https://www.udacity.com/course/intro-to-machine-learning--ud120 
- https://github.com/antran89/ud120-projects 
- https://github.com/zfz/ud120 

##### machine learning in R 
- https://www.datacamp.com/courses?utm_source=machine_learning_post <commit_msg>links<commit_after>### One-shot R tutorial [EARIN]
 - https://github.com/pwasiewi/earin/blob/master/scripts/01stepfirsten.R


### EARIN materials
 - https://github.com/pwasiewi/earin
 - https://github.com/pwasiewi/dokerz/tree/master/rstudio
 - [The site with R tutorials for regression and svm [a free ebook about svm!](https://www.svm-tutorial.com/2014/10/support-vector-regression-r/)
 - [Visualization of the svm square kernel transformation](https://www.r-bloggers.com/learning-kernels-svm/)
 - [R leaflets](http://www.wekaleamstudios.co.uk/supplementary-material/)
 - [Short intro to the classifier library wrapper caret](https://cran.r-project.org/web/packages/caret/vignettes/caret.pdf")
 - [More advanced description of the classifier library wrapper caret](https://topepo.github.io/caret/model-training-and-tuning.html")
 - [Yet another tutorial about the classifier library wrapper caret](https://www.analyticsvidhya.com/blog/2016/12/practical-guide-to-implement-machine-learning-with-caret-package-in-r-with-practice-problem/")
 - [Coursera video tutorial about the classifier library wrapper caret](https://www.coursera.org/learn/practical-machine-learning/lecture/Bu9ns/caret-package)
 - [Extremely interesting video tutorial about the classifier library wrapper caret](https://www.youtube.com/watch?v=7Jbb2ItbTC4)

### Linear regression, gradient descent optimization tutorial [EARIN]
 - https://github.com/pwasiewi/earin/blob/master/scripts/02regrfirsten.R
 
### Data mining projects for studying (in R, Python)
 - https://github.com/pwasiewi/earin/blob/master/scripts/00kaggle_projects_to_learn.R
 - https://www.kaggle.com/competitions

### Fuzzy Logic in Arduino
 - http://www.zerokol.com/2012/09/arduinofuzzy-fuzzy-library-for-arduino.html
 - https://github.com/zerokol/eFLL
 - https://gist.github.com/zerokol/4110773

### online R help e.g. mvrnorm
- http://www.inside-r.org/packages/cran/rockchalk/docs/mvrnorm

### Courses 
##### machine learning in Octave 
- https://www.coursera.org/learn/machine-learning/home/welcome 
- http://www.holehouse.org/mlclass/index.html 
- https://github.com/emersonmoretto/mlclass-ex1 
- https://github.com/schneems/Octave

##### machine learning in python 
- https://www.udacity.com/course/intro-to-machine-learning--ud120 
- https://github.com/antran89/ud120-projects 
- https://github.com/zfz/ud120 

##### machine learning in R 
- https://www.datacamp.com/courses?utm_source=machine_learning_post 
{'fraction_non_alphanumeric': 0.14930838079739625, 'fraction_numerical': 0.019121236777868186, 'mean_word_length': 4.397365532381998, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 44, 'lorem ipsum': 0, 'www.': 26, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '4459492', 'n_tokens_mistral': 1787, 'n_tokens_neox': 1654, 'n_words': 260}