org_roam/Career Concepts/20260101010049-concepts.org

Concepts

• Microlise:
  • ESS
• Mathematical Concepts
• Core Programming Concepts
• APIs
• Database Related
• Misc
• Concepts to learn and talk about (cs and maths)

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.

Microlise:

ESS

• ESS
• SEB Search Improvement — Couchbase Caching

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.

• XOR

Core Programming Concepts

• Solid Principles
• Big O Notation, Time and Space Complexity
• Design patterns WIP
• CI/CD Example - Sitevisits
• CI/CD Summary
• Software Development Methodologies
• MVP and MVT

Some core programming concepts that are essential for software development. The things I need to add here are:

APIs

• RESTful API
• API Architecture (Just needs spell checks and re read)
• API Intro Notes
• ASP.NET Core Web API Fundamental Notes (todo)

Database Related

• Database Permissions, Roles, and Accounts

Misc

• Windows Services
• Dynamic Link Library (DLL)

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
• Database permissions, roles and accounts
• 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
• restful apis
• 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
• MVPs and MVTs