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Numerical Method Link

Newton method of Square Root https://math.mit.edu/~stevenj/18.335/newton-sqrt.pdf https://hackernoon.com/calculating-the-square-root-of-a-number-using-the-newton-raphson-method-a-how-to-guide-yr4e32zo Numerical Analysis https://fac.ksu.edu.sa/sites/default/files/numerical_analysis_9th.pdf NUMERICAL ANALYSIS – THEORY AND APPLICATION http://zums.ac.ir/files/research/site/ebooks/Numerical%20Analysis%20and%20Scientific%20Computing/Numerical_Analysis_-_Theory_and_Application.pdf Introduction to Numerical Analysis http://www.math.uni.wroc.pl/~olech/metnum2/Podreczniki/(eBook)%20Introduction%20to%20Numerical%20Analysis%20-%20J.Stoer,R.Bulirsch.pdf Numerical Recipes http://numerical.recipes/
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Scholaship List

Please share these opportunities within your networks👇  1. Australia Award Scholarship (http://australiaawardsindo.or.id) 2. LPDP Scholarsh hip (http://www.beasiswalpdp.org/index.html) 3. DIKTI Scholarship a. Dalam Negeri (http://www.beasiswa.dikti.go.id/dn/)b. Luar Negeri (http://beasiswa.dikti.go.id/ln/) 4. Turkey Government Scholarship (http://www.turkiyeburslari.gov.tr/index.php/en) 5. General Cultural Scholarship India (http://www.iccrindia.net/gereralscheme.html) 6. USA Government Scholarship a. (http://www.aminef.or.id/index.php)b. (http://www.iief.or.id) 7. Netherland Government Scholarship (http://www.nesoindonesia.or.id/beasiswa) 8. Korean Government Scholarship (http://www.niied.go.kr/eng/contents.do…) 9. Belgium Government Scholarship (http://www.vliruos.be/4273.aspx) 10. Israel ... ... xxx 11. Sciences Po France (http://formation.sciences-po.fr/…/the-emile-boutmy-scholars …) 12. Utrecht University Netherland (http://www.uu.nl/…/grantsandscholarships/Pages/utrechtexce...
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Machine Learning Book

Mastering Spark with R (therinspark.com) Understanding Machine Learning:From Theory to Algorithms https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/understanding-machine-learning-theory-algorithms.pdf Machine Learning For Dummies®, IBM Limited Edition https://mscdss.ds.unipi.gr/wp-content/uploads/2018/02/Untitled-attachment-00056-2-1.pdf Pattern Recognition and Machine Learning - Christopher M. Bishop http://users.isr.ist.utl.pt/~wurmd/Livros/school/Bishop%20-%20Pattern%20Recognition%20And%20Machine%20Learning%20-%20Springer%20%202006.pdf A Course in Machine Learning http://ciml.info/dl/v0_8/ciml-v0_8-all.pdf Deep Learning https://www.deeplearningbook.org/front_matter.pdf Introduction to Data Mining https://www-users.cs.umn.edu/~kumar001/dmbook/index.php Reinforcement Learning: An Introduction - Draft http://incompleteideas.net/book/bookdraft2017nov5.pdf https://web.stanford.edu/class/psych209/Readings/SuttonBartoIPRLBook2ndEd.pdf Algorithmi...
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Statistic Book Link

An Introduction to Statistical Learning With R https://www-bcf.usc.edu/~gareth/ISL/ISLR%20First%20Printing.pdf Introduction to Statistical Thought http://people.math.umass.edu/~lavine/Book/book.html The Elements of Statistical Learning https://web.stanford.edu/~hastie/Papers/ESLII.pdf TimeSeries https://bookdown.org/rdpeng/timeseriesbook/
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Reference Site

Quantstart Quantstart.com InTechOpen https://www.intechopen.com Quantitative Economics https://lectures.quantecon.org/ Credit Research Centre https://crc.business-school.ed.ac.uk/ Another Blog in Statistical Computing https://statcompute.wordpress.com/ Imperial College London - Statistic in Retail Finance http://wwwf.imperial.ac.uk/~bm508/teaching/retailfinance/ PennState Statistic 101 https://newonlinecourses.science.psu.edu/stat501/ LeanPub Some Free Books https://leanpub.com http://www.statsoft.com/textbook MIT OpenCourseWare https://ocw.mit.edu/index.htm https://ocw.mit.edu/resources/res-18-001-calculus-online-textbook-spring-2005/textbook/ Deep Learning https://www.deeplearningbook.org/ https://deeplearning.mit.edu/ Free Math Textbooks http://www.openculture.com/free-math-textbooks Sage Math http://www.sagemath.org/index.html First Steps in Mathematics http://det.wa.edu.au/stepsresources/detcms/navigation/first-steps-mathematics/ UCI ...
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SAS Related Code and Article

 Using Kernel Density Estimation (KDE) https://www.mwsug.org/proceedings/2012/DV/MWSUG-2012-DV06.pdf Stepwise Logistic Regressions http://www2.sas.com/proceedings/sugi27/p219-27.pdf SAS Code http://ncook.bwh.harvard.edu/sas-macros.html SAS Macro (vintage) https://github.com/friendly
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How to read OCC in relation of credit risk modelling

https://www.occ.treas.gov/news-issuances/bulletins/1997/bulletin-1997-24.html May 1997 Credit Scoring Models: Examination Guidance Appendix on validation, override, and prohibited bias (front-end and back-end monitoring!) https://www.federalreserve.gov/supervisionreg/srletters/sr1107a1.pdf OCC 2011-12 Supervisory Guidance on Model Risk Management (same as SR Letter 11-7) Major part on validation, covering Outcome Analysis, Model Inventory, as well as governance such as IA role https://ithandbook.ffiec.gov/media/resources/3676/occ-bl2000-16_risk_model_validation.pdf OCC Bulletin to all National Bank CEO  on Model Validation https://www.occ.treas.gov/publications-and-resources/publications/comptrollers-handbook/files/rating-credit-risk/index-rating-credit-risk.html OCC Rating Credit Risk https://www.federalreserve.gov/bankinforeg/basel/files/bcc1305.pdf US Requirement for Conservatism to the Parameters in the Advanced Approaches https://www.occ.treas.gov/...
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