Key Points
fundamentals needed for many development and analytic roles
- algebra
- linear algebra
- statistics and probablity
- calculus
References
Reference_description_with_linked_URLs_______________________ | Notes________________________________________________________________ |
---|---|
Mathematics Algebra • Arithmetic • Category theory • Discrete mathematics • Mathematical analysis • Sets • Topology | Wikipedia Math Portal |
https://www.khanacademy.org | Kahn Academy org |
https://hackernoon.com/be-a-better-programmer-with-these-40-mathematics-courses-d8ca48a2f8a2 | Math course listings |
Machine Learning Stats | |
Kahn Academy - math foundations | |
Online stats for kids - free has online simple quizzes | |
AWS Math for ML - free | |
https://ocw.mit.edu/courses/audio-video-courses/#mathematics | MIT free online courses include Math and more |
Wikipedia Mathematical Statistics | |
Wikibooks - Math | |
Free online book on stats, regression etc | |
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 |
Course in Machine Learning | |
Algorithms of the Intelligent web | |
Key Concepts
Potential Value Opportunities
Potential Challenges
Candidate Solutions
Step-by-step guide for Example
sample code block