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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📌 Graph RAG – A conceptual introduction

🗂 Category:

🕒 Date: 2024-08-22 | ⏱️ Read time: 10 min read

Graph RAG answers the big questions where text embeddings won’t help you.
📌 What It Takes To Build a Great Graph

🗂 Category:

🕒 Date: 2024-08-22 | ⏱️ Read time: 8 min read

Our world is composed of relationships. Who we know, how we interact, how we transact…
📌 The Floyd-Warshall Algorithm From Graph Theory, Applied to Parsing Molecular Structures

🗂 Category: CHEMISTRY

🕒 Date: 2024-08-22 | ⏱️ Read time: 10 min read

Hands-on explanations assisted by simple JavaScript code
📌 LLM Agents, Text Vectorization, Advanced SQL, and Other Must-Reads by Our Newest Authors

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-22 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features
📌 Structured State Space Models Visually Explained

🗂 Category: DEEP LEARNING

🕒 Date: 2024-08-22 | ⏱️ Read time: 21 min read

Part 2 – Towards Mamba State Space Models for Images, Videos and Time Series
📌 SQL User Defined Functions (UDFs)

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-22 | ⏱️ Read time: 11 min read

A tutorial on mastering SQL UDFs: categories, use cases, and difference from stored procedures
📌 Learning to Unlearn: Why Data Scientists and AI Practitioners Should Understand Machine Unlearning

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-08-22 | ⏱️ Read time: 24 min read

Explore the intersections between privacy and AI with a guide to removing the impact of…
📌 Linear Programming: The Stock Cutting Problem

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-22 | ⏱️ Read time: 13 min read

Part 2 – Linear Programming Example Deep Dive
📌 The Forgotten Guiding Role of Data Modelling

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-08-21 | ⏱️ Read time: 12 min read

Getting to the bottom of what structuring your data responsibly really means
📌 Leveraging Gemini-1.5-Pro-Latest for Smarter Eating

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-21 | ⏱️ Read time: 9 min read

Learn how to use Google’s Gemini-1.5-pro-latest model to develop a generative AI app for calorie…
📌 How to Create Well-Styled Streamlit Dataframes, Part 2: using AgGrid

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-21 | ⏱️ Read time: 12 min read

The pandas Styler is cool. But AgGrid is way cooler. Make your Streamlit dataframes interactive…
📌 Understanding the Limitations of ARIMA Forecasting

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-21 | ⏱️ Read time: 13 min read

A comparison between the SARIMA model and the Facebook Prophet model
📌 Fine-Tune the Audio Spectrogram Transformer With Transformers

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-21 | ⏱️ Read time: 15 min read

Learn how to fine-tune the Audio Spectrogram Transformer model for audio classification of your own…
📌 Creating a RAG Chatbot with Langflow and Astra DB

🗂 Category: NATURAL LANGUAGE PROCESSING

🕒 Date: 2024-08-21 | ⏱️ Read time: 7 min read

A walkthrough on how to create a RAG chatbot using Langflow’s intuitive interface, integrating LLMs…
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📌 3 AI Use Cases (That Are Not a Chatbot)

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-08-21 | ⏱️ Read time: 7 min read

Feature engineering, structuring unstructured data, and lead scoring
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📌 AWS DeepRacer : A Practical Guide to Reducing The Sim2Real Gap – Part 1

🗂 Category: ROBOTICS

🕒 Date: 2024-08-21 | ⏱️ Read time: 10 min read

In this guide (which also happens to be my first Medium article), I will share…
📌 What Do Large Language Models “Understand”?

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-21 | ⏱️ Read time: 31 min read

A deep dive on the meaning of understanding and how it applies to LLMs
📌 Hands-on Time Series Anomaly Detection using Autoencoders, with Python

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-21 | ⏱️ Read time: 12 min read

Here’s how to use Autoencoders to detect signals with anomalies in a few lines of…
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📌 How I Used ChatGPT to Land My Next Data Science Role

🗂 Category: DATA SCIENCE

🕒 Date: 2025-10-06 | ⏱️ Read time: 9 min read

Practical AI hacks for every stage of the job search  — with real prompts and examples
📌 How To Build Effective Technical Guardrails for AI Applications

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-10-06 | ⏱️ Read time: 13 min read

Exploring the most practical guardrails to implement at ground level
📌 Plotly Dash — A Structured Framework for a Multi-Page Dashboard

🗂 Category: DATA VISUALIZATION

🕒 Date: 2025-10-06 | ⏱️ Read time: 12 min read

An easy starting point for larger and more complicated Dash dashboards