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.

## MOC's

- [[Database MOC]]
- [[Microlise MOC]]
# Microlise:

## ESS

  - [[Microlise - ESS]]
  - [[Seb Search Improvements]]

## AI Training:

  - [[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.

  - [[XOR]]

# Core Programming Concepts

  - [[Powershell MOC]]

  - [[Solid Principles]]

  - [[Big (O) - Time and Space Complexity]]

  - [[Design Patterns]] WIP

  - [[CI-CD Example (site visits)]]

  - [[CI-CD Summary]]

  - [[Software Development Methodologies]]

  - [[MVP + MVT]]

  - [[Test Driven Development]]

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)
  - [[ASP.NET Core Web API Fundamental Notes]] (todo)

# Database Related

- [[Database Permissions, Roles, and Accounts]]
- [[SQL Joins]]
- [[Using Joins, Constraints, Normalization, and Subqueries]]
# Misc

- [[Windows Services]]

- [[DLL's]]

- 
# Security:

- [[OWASP Top 10]]
- [[Cross Site Scripting (XSS)]]
- [[Output Encoding]]
# Concepts to learn and talk about (cs and maths)

   - [x] xor
   - [x] big O notation
   - [x] time complexity
   - [x] space complexity
   - [ ] data structures
   - [ ] algorithms
   - [ ] design patterns
   - [ ] functional programming
   - [ ] object-oriented programming
   - [ ] relational databases vs non-relational databases
   - [x] 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
   - [x] CI/CD pipelines
   - [ ] microservices architecture
   - [ ] API design and development
   - [x] 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
   - [x] MVPs and MVTs

# Data view query

All files that are not done:
```dataview 
TABLE
FROM "Career"
WHERE done != true
SORT file.name ASC   
```