updating the knowledge base

20260101010049-concepts.org

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+:PROPERTIES:
+:ID:       22737796-6D31-49D5-84F2-F7BC73E45144
+:END:
+#+title: Concepts
+
+In this node lies notes relating to theoretical concepts tying with maths and/or computer science. I will need to find a way to categorise different notes, but it's a wip.
+
+* Mathematical Concepts
+
+Part of being a software engineer is having a good grasp of mathematical concepts. Here are some notes on various mathematical concepts that I find useful.
+
+- [[id:F32F8F09-3DEC-4FD1-8CFA-401A316E906B][xor]]
+- [[id:6820973F-613E-441A-BC1D-8FE5CD9BD6F7][solid_principles]] 
+  
+
+* Concepts to learn and talk about (cs and maths)
+- +xor+
+- +big O notation+
+- +time complexity+
+- +space complexity+
+- data structures
+- algorithms
+- design patterns
+- functional programming
+- object-oriented programming
+- relational databases vs non-relational databases
+- networking basics
+- operating systems fundamentals
+- concurrency and parallelism
+- software development methodologies (Agile, Scrum, etc.)
+- version control systems (Git, etc.)
+- testing methodologies (unit testing, integration testing, etc.)
+- security best practices
+- cloud computing basics
+- containerization (Docker, Kubernetes, etc.)
+- DevOps practices
+- CI/CD pipelines
+- microservices architecture
+- API design and development
+- web development fundamentals (HTML, CSS, JavaScript)
+- mobile app development basics
+- machine learning basics
+- data science fundamentals
+- big data concepts
+- blockchain basics
+- cryptography fundamentals
+- user experience (UX) design principles
+- software architecture patterns (MVC, MVVM, etc.)
+- debugging techniques
+- performance optimization strategies
+- software documentation best practices
+- ethical considerations in software development
+- emerging technologies in software development
+- career development in software engineering
+- soft skills for software engineers (communication, teamwork, etc.)
+- project management basics for software projects
+- open source contribution best practices
+- remote work best practices for software engineers
+- continuous learning strategies for software engineers
+- data types
+- bytes and bits
+- number systems (binary, decimal, hexadecimal)
+- logic gates
+- set theory
+- graph theory
+- combinatorics
+- probability theory
+- statistics
+- linear algebra
+- calculus
+- discrete mathematics
+- compilers
+- interpreters
+- automata theory
+- formal languages
+- Turing machines
+- computability theory