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⚡ AI Lessons

Dev.to · Emmimal P Alexander
⚡ AI Lesson
4mo ago
Why Python's sorted() Is Safer Than list.sort() in Production Systems
A deep look at why sorted() and list.sort() are not interchangeable in backend services — covering mutation bugs, CPython memory internals, accurate GIL behavio

Dev.to · Emmimal P Alexander
📐 ML Fundamentals
⚡ AI Lesson
4mo ago
Master Monotonic Sequences in Python: 7 Methods, Edge Cases & Interview Tips
If you've ever needed to verify if a list of stock prices, sensor readings, or ML training losses is...

Dev.to · Emmimal P Alexander
⚡ Algorithms & Data Structures
5mo ago
5 Efficient Ways to Check if a Python Tuple is Sorted (Without Sorting It!)
If you've ever needed to validate if a tuple in Python is sorted—maybe for data integrity or...

Dev.to · Emmimal P Alexander
⚡ Algorithms & Data Structures
⚡ AI Lesson
5mo ago
Stop Sorting Just to Check Order: 5 Fast O(n) Methods in Python
The Problem With Using sort() Just to Verify Order A common mistake I see (and have...

Dev.to · Emmimal P Alexander
⚡ AI Lesson
5mo ago
How Python Searches Data: Linear Search, Binary Search, and Hash Lookup
Let me show you something you probably write every day: if user_id in active_users: ...

Dev.to · Emmimal P Alexander
🔍 RAG & Vector Search
6mo ago
I Built a Personalized AI Tutor Using RAG – Here's How It Actually Works (And the Code)
I've been playing around with RAG setups for a while now, mostly for fun projects like chatbots that...

Dev.to · Emmimal P Alexander
🧠 Large Language Models
7mo ago
The Engineering History of AI: Why Your LLM Hallucinations Are as Old as the 13th Century
Hey devs, if you've ever deployed an AI model only to watch it confidently spit out nonsense (looking...
DeepCamp AI