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✨ neural network | AI Coding Glossary ✨
📖 A computational model composed of layered, interconnected units that learn learn input-to-output mappings.
🏷️ #Python
📖 A computational model composed of layered, interconnected units that learn learn input-to-output mappings.
🏷️ #Python
✨ generative model | AI Coding Glossary ✨
📖 A model that learns a data distribution so it can generate new samples or assign probabilities to observations.
🏷️ #Python
📖 A model that learns a data distribution so it can generate new samples or assign probabilities to observations.
🏷️ #Python
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✨ prompt engineering | AI Coding Glossary ✨
📖 The practice of designing and refining prompts for generative models.
🏷️ #Python
📖 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
📖 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
📖 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
📖 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
🗂 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
📖 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
📖 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
I’m Eng. Hussein Sheikho
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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
📖 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
📖 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
📖 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.
👉 @DataScience4
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
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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
📖 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
📖 A scalar objective that measures prediction error and shapes gradients to guide model training.
🏷️ #Python