The Self Taught Developer Checklist

Welcome back to another video! In this video, I will be going over a self-taught developer checklist. This list contains over 25 different topics that I'll be breaking down. I made this checklist as a kind of roadmap of what you need to do on your developer adventure.

💻 AlgoExpert is the coding interview prep platform that I used to ace my Microsoft and Shopify interviews. Check it out and get a discount on the platform using the code "techwithtim" https://algoexpert.io/techwithtim

✅ Checklist ✅
General Programming
• Programming Fundamentals
• Object Oriented Programming
• Static Typing
• Programming Paradigms
• Async
• Concurrency
• Parallelism

Data Structures and Algorithms
• Big O Notation
• Big Theta
• Big Omega
• Data Structures
• Arrays
• Stacks, Queues, Priority Queue
• Linked Lists
• Hash-Tables
• Hash Functions
• Trees
• B-trees
• AVL Trees
• B+ Trees
• Binary Trees
• Binary Search Trees
• Heaps
• Min Heap
• Max Heap
• Heap Implementation
• Graphs & Graph Theory 
• Sets & Set Theory
•Algorithm Design & Analysis

Design
• UML Modeling
• Design Principles
• Design Patterns

Tools
• Git/Version Control
• Linux Commands
• IDEs

Databases
• SQL
• Database Design

Web Technologies
• HTTP
• HTTP Methods
• API's & JSON
• Client-Server Model
• Networking

📄 Resources 📄
General Programming:
Python Full Course: https://www.youtube.com/watch?v=sxTmJE4k0ho&t=21606s
Python Object Oriented Programming: https://www.youtube.com/watch?v=JeznW_7DlB0&t=2349s
Asynchronous Programming in Python: https://www.youtube.com/watch?v=t5Bo1Je9EmE&t=748s
Threading, Concurrency & Parallelism: https://www.youtube.com/watch?v=olYdb0DdGtM&t=2s

Design:
10 Design Principles For Software Engineers: https://www.youtube.com/watch?v=XQzEo1qag4A&t=1s
Software Design Tutorial: https://www.youtube.com/watch?v=FLtqAi7WNBY&t=1s

Tools:
Git/GitHub Fundamentals: https://www.youtube.com/watch?v=DVRQoVRzMIY
VSCode Tutorial: https://www.youtube.com/watch?v=ORrELERGIHs
How to Use a Debugger: https://www.youtube.com/watch?v=7qZBwhSlfOo
Linux for Programmers: https://www.youtube.com/watch?v=ebHX9c75H8I&list=PLzMcBGfZo4-nUIIMsz040W_X-03QH5c5h&t=0s

Databases:
Python MySQL Tutorial: https://www.youtube.com/watch?v=3vsC05rxZ8c

Web Technologies:
Flask REST API: https://www.youtube.com/watch?v=GMppyAPbLYk&t=769s

⭐️ Timestamps ⭐️
00:00 | Intro
01:46 | General Programming
04:58 | Data Structures and Algorithms
08:46 | Design
10:57 | Tools
12:37 | Databases
14:44 | Web Technologies
16:58 | Conclusion

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