Reference - Sani's blog

[Sani]

https://khursani.xyz/post/reference/

Security
https://alf.nu/SHA1 // sha1 collision https://sec-consult.com/en/blog/2018/06/pentesters-windows-ntfs-tricks-collection/ ntfs trick Machine Learning
http://ruder.io/optimizing-gradient-descent/index.html // sgd history http://parrt.cs.usfca.edu/doc/matrix-calculus/index.html // math for DL https://machinelearningmastery.com/start-with-gradient-boosting // which model to choose https://drive.google.com/viewerng/viewer?url=http://www.cs.otago.ac.nz/cosc453/student_tutorials/principal_components.pdf // PCA basic guide https://shiring.github.io/machine_learning/2017/04/02/unbalanced // dealing with unbalanced dataset https://heartbeat.fritz.ai/how-to-make-your-machine-learning-models-robust-to-outliers-44d404067d07 https://heartbeat.fritz.ai/how-to-make-your-machine-learning-models-robust-to-outliers-44d404067d07 //model robust to outlier https://google-developers.appspot.com/machine-learning/crash-course/backprop-scroll/ backprop https://www.kaggle.com/kashnitsky/mlcourse/home // ods https://blog.codecentric.de/en/2017/09/data-science-fraud-detection/?utm_content=buffer81680&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer https://shiring.github.io/machine_learning/2017/04/02/unbalanced CSS
https://www.sitelocity.com/critical-path-css-generator // inline critical path https://css-tricks.com/centering-the-newest-coolest-way-vs-the-oldest-coolest-way/ JS https://dev.to/deen_john/resources-to-master-javascript-3d0p
http://www.zsoltnagy.eu/translating-sql-queries-using-map-reduce-filter-in-javascript/
Computer Graphics(I need this for learning vector and relative position for AR)