144 lines
3.8 KiB
Markdown
Executable File
144 lines
3.8 KiB
Markdown
Executable File
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.
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## MOC's
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- [[Database MOC]]
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- [[Microlise MOC]]
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# Microlise:
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## ESS
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- [[Microlise - ESS]]
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- [[Seb Search Improvements]]
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## AI Training:
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- [[Data camp AI training]]
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# Mathematical Concepts
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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.
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- [[XOR]]
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# Core Programming Concepts
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- [[Powershell MOC]]
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- [[Solid Principles]]
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- [[Big (O) - Time and Space Complexity]]
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- [[Design Patterns]] WIP
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- [[CI-CD Example (site visits)]]
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- [[CI-CD Summary]]
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- [[Software Development Methodologies]]
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- [[MVP + MVT]]
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- [[Test Driven Development]]
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Some core programming concepts that are essential for software development. The things I need to add here are:
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# APIs
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- [[Restful API]]
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- [[API Architecture]] (Just needs spell checks and re read)
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- [[ASP.NET Core Web API Fundamental Notes]] (todo)
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# Database Related
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- [[Database Permissions, Roles, and Accounts]]
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- [[SQL Joins]]
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- [[Using Joins, Constraints, Normalization, and Subqueries]]
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# Misc
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- [[Windows Services]]
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- [[DLL's]]
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# Security:
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- [[OWASP Top 10]]
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- [[Cross Site Scripting (XSS)]]
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- [[Output Encoding]]
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# Concepts to learn and talk about (cs and maths)
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- [x] xor
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- [x] big O notation
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- [x] time complexity
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- [x] space complexity
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- [ ] data structures
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- [ ] algorithms
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- [ ] design patterns
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- [ ] functional programming
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- [ ] object-oriented programming
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- [ ] relational databases vs non-relational databases
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- [x] Database permissions, roles and accounts
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- [ ] networking basics
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- [ ] operating systems fundamentals
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- [ ] concurrency and parallelism
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- [ ] software development methodologies (Agile, Scrum, etc.)
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- [ ] version control systems (Git, etc.)
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- [ ] testing methodologies (unit testing, integration testing, etc.)
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- [ ] security best practices
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- [ ] cloud computing basics
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- [ ] containerization (Docker, Kubernetes, etc.)
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- [ ] DevOps practices
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- [x] CI/CD pipelines
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- [ ] microservices architecture
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- [ ] API design and development
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- [x] restful apis
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- [ ] web development fundamentals (HTML, CSS, JavaScript)
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- [ ] mobile app development basics
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- [ ] machine learning basics
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- [ ] data science fundamentals
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- [ ] big data concepts
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- [ ] blockchain basics
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- [ ] cryptography fundamentals
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- [ ] user experience (UX) design principles
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- [ ] software architecture patterns (MVC, MVVM, etc.)
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- [ ] debugging techniques
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- [ ] performance optimization strategies
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- [ ] software documentation best practices
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- [ ] ethical considerations in software development
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- [ ] emerging technologies in software development
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- [ ] career development in software engineering
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- [ ] soft skills for software engineers (communication, teamwork, etc.)
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- [ ] project management basics for software projects
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- [ ] open source contribution best practices
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- [ ] remote work best practices for software engineers
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- [ ] continuous learning strategies for software engineers
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- [ ] data types
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- [ ] bytes and bits
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- [ ] number systems (binary, decimal, hexadecimal)
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- [ ] logic gates
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- [ ] set theory
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- [ ] graph theory
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- [ ] combinatorics
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- [ ] probability theory
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- [ ] statistics
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- [ ] linear algebra
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- [ ] calculus
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- [ ] discrete mathematics
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- [ ] compilers
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- [ ] interpreters
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- [ ] automata theory
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- [ ] formal languages
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- [ ] Turing machines
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- [ ] computability theory
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- [x] MVPs and MVTs
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# Data view query
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All files that are not done:
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```dataview
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TABLE
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FROM "Career"
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WHERE done != true
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SORT file.name ASC
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``` |