Machine Learning
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Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications.

Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸ“Œ A Multi-Agent SQL Assistant You Can Trust with Human-in-Loop Checkpoint & LLM Cost Control

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-18 | ⏱️ Read time: 19 min read

Your very own SQL assistant built with Streamlit, SQLite, & CrewAI
πŸ“Œ Can We Use Chess to Predict Soccer?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-18 | ⏱️ Read time: 29 min read

An adaptation of Elo ratings for soccer implemented in Python
πŸ“Œ Computer Vision’s Annotation Bottleneck Is Finally Breaking

πŸ—‚ Category: SPONSORED CONTENT

πŸ•’ Date: 2025-06-18 | ⏱️ Read time: 8 min read

A Technical Deep Dive into Auto-Labeling
πŸ“Œ Abstract Classes: A Software Engineering Concept Data Scientists Must Know To Succeed

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-17 | ⏱️ Read time: 14 min read

Simple concepts that differentiate a professional from amateurs.
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πŸ“Œ LLaVA on a Budget: Multimodal AI with Limited Resources

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-06-17 | ⏱️ Read time: 8 min read

Let’s get started with multimodality
πŸ“Œ Apply Sphinx’s Functionality to Create Documentation for Your Next Data Science Project

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-17 | ⏱️ Read time: 6 min read

Three cases to use the Sphinx tool as a pro
πŸ“Œ Grad-CAM from Scratch with PyTorch Hooks

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-06-17 | ⏱️ Read time: 16 min read

A hands-on look at an explainable AI (XAI) technique that helps reveal why a convolutional…
πŸ“Œ Let’s Analyze OpenAI’s Claims About ChatGPT Energy Use

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-16 | ⏱️ Read time: 7 min read

ChatGPT uses an average of 0.34 Wh per query, according to a blog post by…
πŸ“Œ Regularisation: A Deep Dive into Theory, Implementation, and Practical Insights

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-16 | ⏱️ Read time: 70 min read

A detailed guide on controlling overfitting and increasing the stability of your models.
πŸ“Œ Build an AI Agent to Explore Your Data Catalog with Natural Language

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-16 | ⏱️ Read time: 7 min read

Leverage LLMs to query your Databricks Data Catalog
πŸ“Œ I Won $10,000 in a Machine Learning Competition β€” Here’s My Complete Strategy

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-06-16 | ⏱️ Read time: 7 min read

Complete guide to feature selection, threshold optimization, and neural network architecture for ML competitions
πŸ“Œ Agents, APIs, and the Next Layer of the Internet

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-16 | ⏱️ Read time: 13 min read

Part I: Shipping Containers for Thought Every so often a simple idea rewires everything. The…
πŸ“Œ Stop Building AI Platforms

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-13 | ⏱️ Read time: 7 min read

When small and medium companies achieve success in building Data and ML platforms, building AI…
πŸ“Œ What If I had AI in 2018: Rent the Runway Fulfillment Center Optimization

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-13 | ⏱️ Read time: 7 min read

An LLM in 2018 would not have trivialized a complex project, although it could have…
πŸ“Œ AI Is Not a Black Box (Relatively Speaking)

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-13 | ⏱️ Read time: 7 min read

Compared to the opacity around human intelligence, AI is more transparent in some very tangible…
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πŸ“Œ How AI Agents β€œTalk” to Each Other

πŸ—‚ Category: THE VARIABLE

πŸ•’ Date: 2025-06-13 | ⏱️ Read time: 3 min read

Minimize chaos and maintain inter-agent harmony in your projects
πŸ“Œ Connecting the Dots for Better Movie Recommendations

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-06-12 | ⏱️ Read time: 11 min read

Connecting the Dots for Better Movie Recommendations: Lightweight graph RAG on Rotten Tomatoes movie reviews
πŸ“Œ Agentic AI 103: Building Multi-Agent Teams

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-12 | ⏱️ Read time: 9 min read

Build multi-agent teams that can automate tasks and enhance productivity.
πŸ“Œ Design Smarter Prompts and Boost Your LLM Output: Real Tricks from an AI Engineer’s Toolbox

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-06-12 | ⏱️ Read time: 9 min read

Not just what you ask, but how you ask it. Practical techniques for prompt engineering…
πŸ“Œ User Authorisation in Streamlit With OIDC and Google

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-12 | ⏱️ Read time: 10 min read

Log in to a Streamlit app with a Google email account