Sam

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Sam

Sam

@codewithmethod

Software Engineer • From concept → code → production

Dubai, United Arab Emirates Katılım Nisan 2024
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Sam
Sam@codewithmethod·
Be that 1%
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Sam@codewithmethod·
Final advice Don't spend 6 months watching tutorials. Learn → Build → Break → Fix → Repeat. That's how you become a Python developer.
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Sam@codewithmethod·
Thinking of learning Python? This thread has everything you need: • Why it's worth learning • Companies that use it • Salaries • Career paths • Roadmaps • Free documentation Save this. You'll thank yourself later. 🧵
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Sam@codewithmethod·
Interview prep Learn: • Lists, Tuples, Sets & Dicts • OOP • Time Complexity • SQL • APIs • Concurrency • Testing • Docker
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Sam@codewithmethod·
Build these projects • Password Manager • Expense Tracker • REST API • Web Scraper • AI Chatbot • Image Classifier • Face Detection App • URL Shortener
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Sam@codewithmethod·
Free resources • Python Docs • Harvard CS50 Python • Automate the Boring Stuff • freeCodeCamp • Real Python 10/
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Sam@codewithmethod·
Choose ONE specialization • AI/ML → PyTorch • Computer Vision → OpenCV + PyTorch • Backend → Django/FastAPI • Data Science → Pandas + NumPy • Automation → Selenium + Playwright Don't try to learn everything at once.
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Sam@codewithmethod·
The roadmap Python Fundamentals OOP Data Structures & Algorithms Git & GitHub Pick a specialization Build projects Learn deployment Apply for jobs
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Sam@codewithmethod·
Python salaries (US) • Junior: $70k–$110k • Mid-level: $110k–$160k • Senior: $160k–$250k+ AI and ML roles often pay even more.
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Sam@codewithmethod·
Python career paths • AI Engineer • Machine Learning Engineer • Data Scientist • Computer Vision Engineer • Backend Engineer • Data Engineer • DevOps Engineer • Cybersecurity Engineer • Automation Engineer
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Sam@codewithmethod·
What do they use it for? • Google → AI, backend services • Instagram → Backend (Django) • Netflix → Automation & data • Spotify → Data engineering • OpenAI → AI research & tooling • Uber → Backend & ML
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Sam@codewithmethod·
Companies using Python • Google • Netflix • Spotify • Instagram • Dropbox • Reddit • NASA • Uber • OpenAI
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Sam@codewithmethod·
What is Python? Python is a high-level programming language known for its simplicity and readability. It's used to build everything from websites to AI models.
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Sam@codewithmethod·
Day 3/30 of understanding the theory behind React + TypeScript after years of only knowing the practical side.
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Sam@codewithmethod·
@heislead As a recruiter, I would really appreciate your honesty 😂
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Sam@codewithmethod·
Given your current software engineering experience, would you take a job at a big fintech or would you end up in jail after one month? 😂
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Sam@codewithmethod·
A good meal before any line of code.
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Sam@codewithmethod·
MFs going to work tomorrow morning.
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