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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📌 Air for Tomorrow: Mapping the Digital Air-Quality Landscape, from Repositories and Data Types to Starter Code

🗂 Category: DATA SCIENCE

🕒 Date: 2026-01-24 | ⏱️ Read time: 25 min read

Understand air quality: access the available data, interpret data types, and execute starter codes

#DataScience #AI #Python
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📌 Azure ML vs. AWS SageMaker: A Deep Dive into Model Training — Part 1

🗂 Category: MACHINE LEARNING

🕒 Date: 2026-01-25 | ⏱️ Read time: 11 min read

Compare Azure ML and AWS SageMaker for scalable model training, focusing on project setup, permission…

#DataScience #AI #Python
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📌 SAM 3 vs. Specialist Models — A Performance Benchmark

🗂 Category: MACHINE LEARNING

🕒 Date: 2026-01-25 | ⏱️ Read time: 19 min read

Why specialized models still hold the 30x speed advantage in production environments

#DataScience #AI #Python
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📌 Causal ML for the Aspiring Data Scientist

🗂 Category: MACHINE LEARNING

🕒 Date: 2026-01-26 | ⏱️ Read time: 18 min read

An accessible introduction to causal inference and ML

#DataScience #AI #Python
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📌 How Cursor Actually Indexes Your Codebase

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2026-01-26 | ⏱️ Read time: 10 min read

Exploring the RAG pipeline in Cursor that powers code indexing and retrieval for coding agents

#DataScience #AI #Python
📌 Ray: Distributed Computing For All, Part 2

🗂 Category: PROGRAMMING

🕒 Date: 2026-01-26 | ⏱️ Read time: 11 min read

Deploying and running Python code on cloud-based clusters

#DataScience #AI #Python
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📌 How Convolutional Neural Networks Learn Musical Similarity

🗂 Category: MACHINE LEARNING

🕒 Date: 2026-01-26 | ⏱️ Read time: 13 min read

Learning audio embeddings with contrastive learning and deploying them in a real music recommendation app

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📌 Going Beyond the Context Window: Recursive Language Models in Action

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2026-01-27 | ⏱️ Read time: 24 min read

Explore a practical approach to analysing massive datasets with LLMs

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📌 Data Science as Engineering: Foundations, Education, and Professional Identity

🗂 Category: DATA SCIENCE

🕒 Date: 2026-01-27 | ⏱️ Read time: 15 min read

Recognize data science as an engineering practice and structure education accordingly.

#DataScience #AI #Python