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 Building a PubMed Dataset

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-10-31 | ⏱️ Read time: 6 min read

Step-by-Step Instructions for Constructing a Dataset of PubMed-Listed Publications on Cardiovascular Disease Research
πŸ“Œ Beyond Skills: Unlocking the Full Potential of Data Scientists

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-30 | ⏱️ Read time: 21 min read

Unlock the hidden value of data scientists by empowering them beyond technical tasks to drive…
πŸ“Œ How to Connect an MCP Server for an AI-Powered, Supply-Chain Network Optimization Agent

πŸ—‚ Category: AGENTIC AI

πŸ•’ Date: 2025-09-22 | ⏱️ Read time: 22 min read

From prompt to strategic decision-making: MCP-powered agents for cost-efficient, reliable and sustainable supply chain network…
πŸ“Œ 5 Techniques to Prevent Hallucinations in Your RAG Question Answering

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-09-23 | ⏱️ Read time: 7 min read

Learn how to reduce the number of hallucinations, and the impact they have
πŸ“Œ Running Large Language Models Privately

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-10-30 | ⏱️ Read time: 18 min read

A comparison of frameworks, models, and costs
πŸ“Œ Demystifying Azure Storage Account network access

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-10-30 | ⏱️ Read time: 8 min read

Service Endpoints and Private Endpoints Hands-On: Including Azure Backbone, Storage Account Firewall, DNS, VNET and…
πŸ“Œ Computer Use and AI Agents: A New Paradigm for Screen Interaction

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-30 | ⏱️ Read time: 8 min read

Exploring the future of multimodal AI Agents and the Impact of Screen Interaction
πŸ“Œ How to Make Proximity Maps with Python

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2024-10-30 | ⏱️ Read time: 12 min read

Geopy’s great circle method
πŸ“Œ ARIMA: A Model to Predict Time Series Data

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-10-30 | ⏱️ Read time: 17 min read

Learn how ARIMA models work and how to implement them in Python for accurate predictions
πŸ“Œ Ensemble Learning for Anomaly Detection

πŸ—‚ Category:

πŸ•’ Date: 2024-10-30 | ⏱️ Read time: 7 min read

A dive into the isolation forest model to detect anomalies in time-series data.
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πŸ“Œ Data Leakage in Preprocessing, Explained: A Visual Guide with Code Examples

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-30 | ⏱️ Read time: 17 min read

10 sneaky ways your preprocessing pipeline leaks
πŸ“Œ The Ultimate Guide to RAGs – Each Component Dissected

πŸ—‚ Category: NATURAL LANGUAGE PROCESSING

πŸ•’ Date: 2024-10-29 | ⏱️ Read time: 14 min read

A visual tour of what it takes to build CHAD-level LLM pipelines
πŸ“Œ Predictive Power Score: Calculation, Pros, Cons, and JavaScript Code

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-29 | ⏱️ Read time: 8 min read

A project to learn about correlation in general, and to test neural networks in web…
πŸ“Œ Explore Solvable and Unsolvable Equations with Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-29 | ⏱️ Read time: 18 min read

Find Closed-Form Solutions When Possible – Use Numerical Methods When Necessary
πŸ“Œ Continual Learning: The Three Common Scenarios

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-29 | ⏱️ Read time: 6 min read

Plus paper recommendations
πŸ“Œ A Gentle Introduction to the DCIN for Decentralized Inference

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-29 | ⏱️ Read time: 32 min read

How a Decentralized Collaborative Intelligence Network works
πŸ“Œ Three Crucial Data Lessons That I Learned from a Data Conference That’s Not Related to AI

πŸ—‚ Category:

πŸ•’ Date: 2024-10-29 | ⏱️ Read time: 9 min read

Underrated concepts that help foster analytics excellence in organizations
πŸ“Œ Building Your Own AI Group Chat: A Journey into Custom Universes and Characters

πŸ—‚ Category:

πŸ•’ Date: 2024-10-29 | ⏱️ Read time: 10 min read

How I created an immersive AI group chat using Ollama, FastAPI, open-source LLMs, and React
πŸ“Œ No, You Don’t Need a New Microservices Architecture

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-10-29 | ⏱️ Read time: 7 min read

Because you almost certainly already have one without explicitly realizing it
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πŸ“Œ How to Create Opportunities and Succeed in Data Science Job Applications

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-10-29 | ⏱️ Read time: 9 min read

Hard-won lessons from my successes and failures that will help you in your journey
πŸ“Œ Running the STORM AI research system with your local documents

πŸ—‚ Category:

πŸ•’ Date: 2024-10-28 | ⏱️ Read time: 19 min read

AI assisted research using FEMA disaster response documents