vault/Career/Concepts.md

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)

• 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

Data view query

All files that are not done:

TABLE
FROM "Career"
WHERE done != true
SORT file.name ASC