:PROPERTIES:
:ID:       22737796-6D31-49D5-84F2-F7BC73E45144
:END:
#+title: Concepts
#+filetags: :technical:concepts:
#+category: Career 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.

* Microlise:
** ESS
- [[id:abe43fdc-e90d-4c2c-9320-cc7929f0c99a][ESS]]
- [[id:0b6e7dc0-1171-4dc4-982e-a5d95765e09c][SEB Search Improvement — Couchbase Caching]]
** AI Training:
- [[id:ceeb2ad1-b091-49d8-8cd6-752f28a6fd86][Data Camp AI Training]]

* 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]]

* Core Programming Concepts

- [[id:360df04d-ea24-4f04-b8e1-3595f34aac4d][Powershell MOC]] 

- [[id:6820973F-613E-441A-BC1D-8FE5CD9BD6F7][Solid Principles]]

- [[id:275988a8-59d8-40c8-a8b4-47118d6eb834][Big O Notation, Time and Space Complexity]]

- [[id:631b2086-4b8f-4fe3-829d-be1dc014e293][Design patterns]] WIP

- [[id:2767b5ac-f2c9-4b1e-ab87-82c43cdec4c1][CI/CD Example - Sitevisits]]

- [[id:5b714c6c-7eaf-4f3f-b4f6-2166ff3a9963][CI/CD Summary]]  

- [[id:67ad330b-cc11-4e8e-b054-12b9da45ea60][Software Development Methodologies]]

- [[id:fdb8fa52-0c9d-4332-9f32-53bc6fee24b9][MVP and MVT]]

- [[id:2729599d-ae2b-4f22-b73d-bf22d81e0767][Test Driven Development]]
    
Some core programming concepts that are essential for software development. The things I need to add here are:

* APIs

- [[id:6a5bf6dd-d0ec-43e4-8e07-9956f4715f10][RESTful API]]
  
- [[id:49b195c8-e116-40ca-86e8-62c65dbb5a4f][API Architecture]] (Just needs spell checks and re read)

- [[id:e7f082e4-1b9f-4ebe-96d6-94d92e80a07e][API Intro Notes]]

- [[id:b2fd7038-42a8-4cbe-882b-92fbe2c12a11][ASP.NET Core Web API Fundamental Notes]] (todo)

* Database Related

- [[id:b4858f6a-b05c-47f2-972e-905e0bb2c352][Database Permissions, Roles, and Accounts]]

- [[id:de3bef27-81c9-49d1-85bb-edceb9a80e65][SQL Joins]]
  
* Misc

- [[id:faa7f193-5af6-4a2f-a73e-540f833a7fd0][Windows Services]] 

- [[id:e717c252-0e15-4403-898f-93163dd1b147][Dynamic Link Library (DLL)]]  


* Security:

- [[id:01c89142-7e14-42b2-bd01-743656908fd2][Cross Site Scripting (XSS)]] 

* 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