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 TIME-MOE: Billion-Scale Time Series Foundation Model with Mixture-of-Experts

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-31 | ⏱️ Read time: 9 min read

And open-source as well!
πŸ“Œ Game Theory, Part 2 – Nice Guys Finished First

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-31 | ⏱️ Read time: 8 min read

Iterated Prisoner’s Dilemma Shows Nice Guys Can Finish First
πŸ“Œ The Savant Syndrome: Is Pattern Recognition Equivalent to Intelligence?

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-31 | ⏱️ Read time: 15 min read

Exploring the limits of artificial intelligence: why mastering patterns may not equal genuine reasoning
πŸ“Œ How I Improved My Productivity as a Data Scientist with Two Small Habits

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-31 | ⏱️ Read time: 8 min read

How to incorporate these habits into your daily routine
πŸ“Œ LLM Evaluation, AI Side Projects, User-Friendly Data Tables, and Other October Must-Reads

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-31 | ⏱️ Read time: 4 min read

The stories that resonated the most with our community in the past month
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πŸ“Œ How To Specialize In Data Science / Machine Learning

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-31 | ⏱️ Read time: 8 min read

Is it better to be a generalist or specialist?
πŸ“Œ Les Miserables Social Network Analysis Using Marimo Notebooks and the NetworkX Python library

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-31 | ⏱️ Read time: 16 min read

Build a Marimo notebook using NetworkX Python library, uncovering the hidden structures in Victor Hugo’s…
πŸ“Œ Minimum Viable MLE

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-31 | ⏱️ Read time: 8 min read

Building a minimal production-ready sentiment analysis model
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…