91 lines
2.8 KiB
Org Mode
91 lines
2.8 KiB
Org Mode
:PROPERTIES:
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:ID: 22737796-6D31-49D5-84F2-F7BC73E45144
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:END:
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#+title: Concepts
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#+filetags: :technical:concepts:
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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.
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* Mathematical Concepts
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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.
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- [[id:F32F8F09-3DEC-4FD1-8CFA-401A316E906B][XOR]]
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* Core Programming Concepts
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- [[id:6820973F-613E-441A-BC1D-8FE5CD9BD6F7][Solid Principles]]
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- [[id:275988a8-59d8-40c8-a8b4-47118d6eb834][Big O Notation, Time and Space Complexity]]
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- [[id:631b2086-4b8f-4fe3-829d-be1dc014e293][Design patterns]] WIP
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- [[id:49b195c8-e116-40ca-86e8-62c65dbb5a4f][API Architecture]] WIP
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Some core programming concepts that are essential for software development. The things I need to add here are:
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* Concepts to learn and talk about (cs and maths)
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- +xor+
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- +big O notation+
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- +time complexity+
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- +space complexity+
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- data structures
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- algorithms
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- design patterns
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- functional programming
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- object-oriented programming
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- relational databases vs non-relational databases
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- networking basics
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- operating systems fundamentals
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- concurrency and parallelism
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- software development methodologies (Agile, Scrum, etc.)
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- version control systems (Git, etc.)
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- testing methodologies (unit testing, integration testing, etc.)
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- security best practices
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- cloud computing basics
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- containerization (Docker, Kubernetes, etc.)
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- DevOps practices
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- CI/CD pipelines
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- microservices architecture
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- API design and development
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- web development fundamentals (HTML, CSS, JavaScript)
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- mobile app development basics
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- machine learning basics
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- data science fundamentals
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- big data concepts
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- blockchain basics
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- cryptography fundamentals
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- user experience (UX) design principles
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- software architecture patterns (MVC, MVVM, etc.)
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- debugging techniques
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- performance optimization strategies
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- software documentation best practices
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- ethical considerations in software development
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- emerging technologies in software development
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- career development in software engineering
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- soft skills for software engineers (communication, teamwork, etc.)
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- project management basics for software projects
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- open source contribution best practices
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- remote work best practices for software engineers
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- continuous learning strategies for software engineers
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- data types
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- bytes and bits
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- number systems (binary, decimal, hexadecimal)
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- logic gates
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- set theory
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- graph theory
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- combinatorics
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- probability theory
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- statistics
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- linear algebra
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- calculus
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- discrete mathematics
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- compilers
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- interpreters
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- automata theory
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- formal languages
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- Turing machines
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- computability theory
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- MVPs and MVTs
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