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 When Machines Think Ahead: The Rise of Strategic AI

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-11-04 | ⏱️ Read time: 35 min read

Exploring the advancements in strategic AI and how large language models fit into the bigger…
πŸ“Œ GraphRAG in Action: From Commercial Contracts to a Dynamic Q&A Agent

πŸ—‚ Category:

πŸ•’ Date: 2024-11-04 | ⏱️ Read time: 28 min read

A question-based extraction approach
πŸ“Œ Recursion – Data Structures & Algorithms for Data Scientists

πŸ—‚ Category: CODING

πŸ•’ Date: 2024-11-03 | ⏱️ Read time: 4 min read

Recursion, recursion, recursion, recursion, recursion, etc.
πŸ“Œ Dynamic Execution

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-03 | ⏱️ Read time: 12 min read

Getting your AI task to distinguish between Hard and Easy problems
πŸ“Œ Paper Walkthrough: Attention Is All You Need

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-11-03 | ⏱️ Read time: 46 min read

The complete guide to implementing a Transformer from scratch
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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 The Kolmogorov–Smirnov Statistic, Explained: Measuring Model Power in Credit Risk Modeling

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-09-22 | ⏱️ Read time: 8 min read

Understanding how banks use the KS statistic in loan approvals.
πŸ“Œ Creating and Deploying an MCP Server from Scratch

πŸ—‚ Category:

πŸ•’ Date: 2025-09-22 | ⏱️ Read time: 6 min read

A step-by-step guide for putting an MCP server online in minutes
πŸ“Œ Integrating DataHub into Jira: A Practical Guide Using DataHub Actions

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-09-22 | ⏱️ Read time: 7 min read

A walkthrough of how to integrate metadata changes in DataHub into Jira workflows using the…
πŸ“Œ The Bias Variance Tradeoff and How it Shapes The LLMs of Today

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-02 | ⏱️ Read time: 7 min read

What makes chatGPT so good? What are the architectural assumptions behind the success and pitfalls…
πŸ“Œ Should you learn how to code in the next decade?

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-02 | ⏱️ Read time: 7 min read

Or will AI eat up all the software in the world?
πŸ“Œ A Simple Example Using PCA for Outlier Detection

πŸ—‚ Category:

πŸ•’ Date: 2024-11-02 | ⏱️ Read time: 24 min read

Improve accuracy, speed, and memory usage by performing PCA transformation before outlier detection
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πŸ“Œ MOIRAI-MOE: Upgrading MOIRAI with Mixture-of-Experts for Enhanced Forecasting

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-02 | ⏱️ Read time: 10 min read

The popular foundation time-series model just got an update!
πŸ“Œ Unsupervised LLM Evaluations

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-11-02 | ⏱️ Read time: 14 min read

Practitioners guide to judging outputs of large language models
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πŸ“Œ Unpopular Opinion: It’s Harder Than Ever to Be a Good Data Scientist

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-01 | ⏱️ Read time: 32 min read

What working as a data scientist at various companies and industries over the past 6+…
πŸ“Œ Choosing and Implementing Hugging Face Models

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-11-01 | ⏱️ Read time: 10 min read

Pulling pre-trained models out of the box for your use case
πŸ“Œ Multimodal AI Search for Business Applications

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-01 | ⏱️ Read time: 19 min read

Enabling businesses to extract real value from their data
πŸ“Œ Build and Deploy a Multi-File RAG App to the Web

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-01 | ⏱️ Read time: 10 min read

Part 2 – Deploying to the web using Hugging Face Spaces
πŸ“Œ On the Programmability of AWS Trainium and Inferentia

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-01 | ⏱️ Read time: 14 min read

Accelerating AI/ML Model Training with Custom Operators – Part 4
πŸ“Œ Awesome Plotly with Code Series (Part 3): Highlighting Bars in the Long Tails

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-01 | ⏱️ Read time: 7 min read

Who said that the longer tails are not important? Let’s give them a proper way…
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!