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](id:abe43fdc-e90d-4c2c-9320-cc7929f0c99a)
  - [SEB Search Improvement — Couchbase Caching](id:0b6e7dc0-1171-4dc4-982e-a5d95765e09c)

## AI Training:

  - [Data Camp AI Training](id:ceeb2ad1-b091-49d8-8cd6-752f28a6fd86)

# 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](id:F32F8F09-3DEC-4FD1-8CFA-401A316E906B)

# Core Programming Concepts

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

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

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

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

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

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

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

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

  - [Test Driven Development](id:2729599d-ae2b-4f22-b73d-bf22d81e0767)

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

# APIs

  - [RESTful API](id:6a5bf6dd-d0ec-43e4-8e07-9956f4715f10)

  - [API Architecture](id:49b195c8-e116-40ca-86e8-62c65dbb5a4f) (Just needs spell checks and re read)

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

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

# Database Related

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

  - [SQL Joins](id:de3bef27-81c9-49d1-85bb-edceb9a80e65)

# Misc

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

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

# Security:

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

# 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