Useful data analysis links

links.md

Unique rows

http://stackoverflow.com/questions/13967063/remove-duplicate-rows-in-r

Ignore NA values

http://www.statmethods.net/input/missingdata.html

Correlation in R

http://www.statmethods.net/stats/correlations.html

Correlation plot introduction

https://cran.r-project.org/web/packages/corrplot/vignettes/corrplot-intro.html

Seaborn Boxplot

http://seaborn.pydata.org/generated/seaborn.boxplot.html

Pokemón data analysis

https://www.kaggle.com/ndrewgele/d/abcsds/pokemon/visualizing-pok-mon-stats-with-seaborn/notebook

Is only Octave/Matlab good enough to start

https://www.kaggle.com/forums/f/208/getting-started/t/8283/is-only-octave-matlab-good-enough-to-start

Octave

https://www.gnu.org/software/octave/

Matlab/Octave toolbox for deep learning.

https://github.com/rasmusbergpalm/DeepLearnToolbox

Building Wordclouds in R

http://datascienceplus.com/building-wordclouds-in-r/

kNN Algorithm using R

https://www.analyticsvidhya.com/blog/2015/08/learning-concept-knn-algorithms-programming/

Ensemble Modeling: Stack Model Example

https://www.kaggle.com/uday1889/house-prices-advanced-regression-techniques/ensemble-model-stacked-model-example/notebook

Boruta Feature Importance Analysis

https://www.kaggle.com/jimthompson/house-prices-advanced-regression-techniques/boruta-feature-importance-analysis

Learn Gradient Boosting Algorithm for better predictions (with codes in R)

https://www.analyticsvidhya.com/blog/2015/09/complete-guide-boosting-methods/

Interactive Google Algorithm Timeline

https://www.rankranger.com/blog/interactive-google-algorithm-timeline

Learn Gradient Boosting Algorithm for better predictions (with codes in R)

https://www.analyticsvidhya.com/blog/2015/09/complete-guide-boosting-methods/

A Comprehensive Guide to Data Exploration

https://www.analyticsvidhya.com/blog/2016/01/guide-data-exploration/#one

Attacking discrimination with smarter machine learning

https://research.google.com/bigpicture/attacking-discrimination-in-ml/

How do I create a complex Radar Chart?

http://datascience.stackexchange.com/questions/6084/how-do-i-create-a-complex-radar-chart