Machine Learning – Telegram
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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📌 How to Connect an MCP Server for an AI-Powered, Supply-Chain Network Optimization Agent

🗂 Category: AGENTIC AI

🕒 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…
📌 The Kolmogorov–Smirnov Statistic, Explained: Measuring Model Power in Credit Risk Modeling

🗂 Category: DATA SCIENCE

🕒 Date: 2025-09-22 | ⏱️ Read time: 8 min read

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

🗂 Category:

🕒 Date: 2025-09-22 | ⏱️ Read time: 6 min read

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

🗂 Category: DATA SCIENCE

🕒 Date: 2025-09-22 | ⏱️ Read time: 7 min read

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

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-11-02 | ⏱️ Read time: 7 min read

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

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-11-02 | ⏱️ Read time: 7 min read

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

🗂 Category:

🕒 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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📌 MOIRAI-MOE: Upgrading MOIRAI with Mixture-of-Experts for Enhanced Forecasting

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-11-02 | ⏱️ Read time: 10 min read

The popular foundation time-series model just got an update!
📌 Unsupervised LLM Evaluations

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-11-02 | ⏱️ Read time: 14 min read

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

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-01 | ⏱️ Read time: 32 min read

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

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-11-01 | ⏱️ Read time: 10 min read

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

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-11-01 | ⏱️ Read time: 19 min read

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

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-01 | ⏱️ Read time: 10 min read

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

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-11-01 | ⏱️ Read time: 14 min read

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

🗂 Category: DATA SCIENCE

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

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-31 | ⏱️ Read time: 9 min read

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

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-31 | ⏱️ Read time: 8 min read

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

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-31 | ⏱️ Read time: 15 min read

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

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-31 | ⏱️ Read time: 8 min read

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

🗂 Category: DATA SCIENCE

🕒 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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📌 How To Specialize In Data Science / Machine Learning

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-31 | ⏱️ Read time: 8 min read

Is it better to be a generalist or specialist?