Competencies: Mathematics
Mathematics
Overview
Mathematical competency underpins cryptography, machine learning, algorithm design, network engineering, and analytical reasoning. This domain covers algebra through topology, differential geometry, analysis, and cryptographic foundations.
Industry Frameworks
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Khan Academy / MIT OpenCourseWare — foundational through advanced
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3Blue1Brown — visual intuition for linear algebra and calculus
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Discrete Mathematics (Rosen) — CS mathematical foundations
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Introduction to Algorithms (CLRS) — algorithmic mathematics
Subdomains (13)
| Subdomain | Topics | Personal Coverage | Avg Level |
|---|---|---|---|
13 |
Moderate |
Intermediate |
|
12 |
Low |
Beginner |
|
10 |
Moderate |
Intermediate |
|
10 |
Moderate |
Intermediate |
|
11 |
None |
— |
|
8 |
Low |
Beginner |
|
9 |
None |
— |
|
9 |
Moderate |
Intermediate |
|
11 |
None |
— |
|
10 |
None |
— |
|
11 |
None |
— |
|
13 |
None |
— |
|
11 |
None |
— |