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Career/Concepts.md
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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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# Microlise:
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## ESS
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- [ESS](id:abe43fdc-e90d-4c2c-9320-cc7929f0c99a)
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- [SEB Search Improvement — Couchbase Caching](id:0b6e7dc0-1171-4dc4-982e-a5d95765e09c)
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## AI Training:
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- [Data Camp AI Training](id:ceeb2ad1-b091-49d8-8cd6-752f28a6fd86)
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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](id:F32F8F09-3DEC-4FD1-8CFA-401A316E906B)
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# Core Programming Concepts
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- [Powershell MOC](id:360df04d-ea24-4f04-b8e1-3595f34aac4d)
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- [Solid Principles](id:6820973F-613E-441A-BC1D-8FE5CD9BD6F7)
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- [Big O Notation, Time and Space Complexity](id:275988a8-59d8-40c8-a8b4-47118d6eb834)
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- [Design patterns](id:631b2086-4b8f-4fe3-829d-be1dc014e293) WIP
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- [CI/CD Example - Sitevisits](id:2767b5ac-f2c9-4b1e-ab87-82c43cdec4c1)
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- [CI/CD Summary](id:5b714c6c-7eaf-4f3f-b4f6-2166ff3a9963)
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- [Software Development Methodologies](id:67ad330b-cc11-4e8e-b054-12b9da45ea60)
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- [MVP and MVT](id:fdb8fa52-0c9d-4332-9f32-53bc6fee24b9)
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- [Test Driven Development](id:2729599d-ae2b-4f22-b73d-bf22d81e0767)
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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](id:6a5bf6dd-d0ec-43e4-8e07-9956f4715f10)
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- [API Architecture](id:49b195c8-e116-40ca-86e8-62c65dbb5a4f) (Just needs spell checks and re read)
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- [API Intro Notes](id:e7f082e4-1b9f-4ebe-96d6-94d92e80a07e)
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- [ASP.NET Core Web API Fundamental Notes](id:b2fd7038-42a8-4cbe-882b-92fbe2c12a11) (todo)
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# Database Related
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- [Database Permissions, Roles, and Accounts](id:b4858f6a-b05c-47f2-972e-905e0bb2c352)
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- [SQL Joins](id:de3bef27-81c9-49d1-85bb-edceb9a80e65)
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# Misc
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- [Windows Services](id:faa7f193-5af6-4a2f-a73e-540f833a7fd0)
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- [Dynamic Link Library (DLL)](id:e717c252-0e15-4403-898f-93163dd1b147)
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# Security:
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- [Cross Site Scripting (XSS)](id:01c89142-7e14-42b2-bd01-743656908fd2)
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# Concepts to learn and talk about (cs and maths)
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- ~~xor~~
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- ~~big O notation~~
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- ~~time complexity~~
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- ~~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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- ~~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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- ~~CI/CD pipelines~~
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- microservices architecture
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- API design and development
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- ~~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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- MVPs and MVTs
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