Machine Learning with Python

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A cheat sheet about functions and techniques in Python: shows useful built-in functions, working with iterators, strings, and collections, as well as popular tricks with unpacking, zip, enumerate, map, filter, and dictionaries @DataScience4

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This GitHub repository is not a dump of tutorials. Inside, there are 28 production-ready AI projects that can be used. What's there: Machine learning projects → Airbnb price forecasting → Air ticket cost calculator → Student performance tracker AI for medicine → Chest disease detection → Heart disease prediction → Diabetes risk analysis Generative AI applications → Live chatbot on Gemini → Medical assistant tool → Document analysis tool Computer vision projects → Hand tracking system → Drug recognition app → OpenCV implementations Data analysis dashboards → E-commerce analytics → Restaurant analytics → Cricket statistics tracker And 10 more advanced projects coming soon: → Deepfake detection → Brain tumor classification → Driver drowsiness alert system This is not just a collection of code files. These are end-to-end working applications. View the repository 😲 https://github.com/KalyanM45/AI-Project-Gallery 👉 @codeprogrammer

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Advice on clean code in Python Don't use "naive" datetime without time zones. Store and process time in UTC, and display it to the user in his local time zone

import datetime
from zoneinfo import ZoneInfo

# BAD
now = datetime.datetime.now()

print(now.isoformat())
# 2025-10-21T15:03:07.332217

# GOOD
now = datetime.datetime.now(tz=ZoneInfo("UTC"))
print(now.isoformat())
# 2025-10-21T12:04:22.573590+00:00

print(now.astimezone().isoformat())
# 2025-10-21T15:04:22.573590+03:00

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