Code With Python – Telegram
Code With Python
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This channel delivers clear, practical content for developers, covering Python, Django, Data Structures, Algorithms, and DSA – perfect for learning, coding, and mastering key programming skills.
Admin: @HusseinSheikho || @Hussein_Sheikho
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prompt engineering | AI Coding Glossary

📖 The practice of designing and refining prompts for generative models.

🏷️ #Python
training | AI Coding Glossary

📖 The process of fitting a model’s parameters to data by minimizing a loss function.

🏷️ #Python
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system prompt | AI Coding Glossary

📖 A message that establishes a model’s role, goals, constraints, and style before user inputs.

🏷️ #Python
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hallucination | AI Coding Glossary

📖 When a generative model produces confident but false or unverifiable content and presents it as fact.

🏷️ #Python
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Forwarded from Machine Learning
📌 Python 3.14 and the End of the GIL

🗂 Category: PROGRAMMING

🕒 Date: 2025-10-18 | ⏱️ Read time: 16 min read

Exploring the opportunities and challenges of a GIL-free Python
temperature | AI Coding Glossary

📖 A decoding parameter that rescales model logits before sampling.

🏷️ #Python
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context engineering | AI Coding Glossary

📖 The systematic design and optimization of the information given to a model at inference time so it can answer effectively.

🏷️ #Python
Forwarded from Free Online Courses
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Code With Python pinned «⭐️ Hello my advertiser friend! I’m Eng. Hussein Sheikho 👋 and I’m excited to share our special promotional offer with you! 🎯 💥 Promo Offer: Promote your ad across all our listed channels for only $35! 💰 📢 We accept all types and formats of advertisements.…»
context window | AI Coding Glossary

📖 The maximum span of tokens that a language model can consider at once.

🏷️ #Python
token | AI Coding Glossary

📖 A minimal unit of text used by NLP systems and language models.

🏷️ #Python
When Should You Use .__repr__() vs .__str__() in Python?

📖 Find out when to choose Python's __repr__() vs __str__() in your classes so your objects show helpful information for debugging and user output.

🏷️ #intermediate #best-practices
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Clean code tip in Python:

Avoid naive datetime objects — always use those that consider the time zone.

Work with them in UTC, and show the user only in their local timezone.

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


👉  @DataScience4
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What Can I Do With Python?

📖 Learn how Python builds software, powers AI, automates tasks, and drives robotics. Discover tools and projects to guide your programming journey.

🏷️ #basics #career
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reinforcement learning | AI Coding Glossary

📖 A learning approach where an agent improves decisions by interacting with an environment and maximizing cumulative reward.

🏷️ #Python
loss function | AI Coding Glossary

📖 A scalar objective that measures prediction error and shapes gradients to guide model training.

🏷️ #Python
Quiz: What Can I Do With Python?

📖 Test your knowledge of what Python can and can't do, from web and GUI apps to data science, CLI tools, and embedded systems.

🏷️ #basics #career
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convolutional network | AI Coding Glossary

📖 A neural network that uses local receptive fields and shared weights to process structured signals such as images.

🏷️ #Python
parameter | AI Coding Glossary

📖 A learned internal value of a model, such as a weight or bias.

🏷️ #Python
Topic: Python Game Development

📖 Build games using Python! Gain practical experience through tutorials and courses that cover libraries such as pygame and Arcade. Work with these resources to create engaging games using Python.

🏷️ #18_resources
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