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Key Points

fundamentals needed for many development and analytic roles

  1. algebra
  2. linear algebra
  3. statistics and probablity
  4. calculus


References

Reference_description_with_linked_URLs_______________________Notes________________________________________________________________


Mathematics

Algebra • Arithmetic • Category theory • Discrete mathematics • Mathematical analysis • Sets • Topology

Logic

Wikipedia Math Portal
https://www.khanacademy.orgKahn Academy org


https://hackernoon.com/be-a-better-programmer-with-these-40-mathematics-courses-d8ca48a2f8a2

Math course listings

http://ciml.info/

Machine Learning Stats

https://www.khanacademy.org/parent

Kahn Academy - math foundations

https://www.onlinemathlearning.com/statistics.html

Online stats for kids - free
covers a ton - compare to Kahn

has online simple quizzes

https://www.aws.training/learningobject/wbc?id=26597

AWS Math for ML - free

https://ocw.mit.edu/courses/audio-video-courses/#mathematics

MIT free online courses include Math and more

https://en.wikipedia.org/wiki/Mathematical_statistics

Wikipedia Mathematical Statistics

https://en.wikibooks.org/wiki/Subject:Mathematics

Wikibooks - Math

http://www.randomservices.org/random/index.html

Free online book on stats, regression etc

https://alison.com/courses/math

Alison.com Some free basic math courses





file:///C:/Users/Jim%20Mason/Google%20Drive/_sky/docs/books/Math_for_Programmers_v5.pdf

Math for Programmers Book

http://ciml.info/

Course in Machine Learning

file:///C:/Users/Jim%20Mason/Google%20Drive/_sky/docs/books/Algorithms_of_the_Intelligent_Web_Secon.pdf

Algorithms of the Intelligent web
















Key Concepts






Potential Value Opportunities



Potential Challenges



Candidate Solutions



Step-by-step guide for Example



sample code block

sample code block
 



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