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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📌 Agents, APIs, and the Next Layer of the Internet

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-16 | ⏱️ Read time: 13 min read

Part I: Shipping Containers for Thought Every so often a simple idea rewires everything. The…
📌 Stop Building AI Platforms

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-13 | ⏱️ Read time: 7 min read

When small and medium companies achieve success in building Data and ML platforms, building AI…
📌 What If I had AI in 2018: Rent the Runway Fulfillment Center Optimization

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-13 | ⏱️ Read time: 7 min read

An LLM in 2018 would not have trivialized a complex project, although it could have…
📌 AI Is Not a Black Box (Relatively Speaking)

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-13 | ⏱️ Read time: 7 min read

Compared to the opacity around human intelligence, AI is more transparent in some very tangible…
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📌 How AI Agents “Talk” to Each Other

🗂 Category: THE VARIABLE

🕒 Date: 2025-06-13 | ⏱️ Read time: 3 min read

Minimize chaos and maintain inter-agent harmony in your projects
📌 Connecting the Dots for Better Movie Recommendations

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-12 | ⏱️ Read time: 11 min read

Connecting the Dots for Better Movie Recommendations: Lightweight graph RAG on Rotten Tomatoes movie reviews
📌 Agentic AI 103: Building Multi-Agent Teams

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-12 | ⏱️ Read time: 9 min read

Build multi-agent teams that can automate tasks and enhance productivity.
📌 Design Smarter Prompts and Boost Your LLM Output: Real Tricks from an AI Engineer’s Toolbox

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-12 | ⏱️ Read time: 9 min read

Not just what you ask, but how you ask it. Practical techniques for prompt engineering…
📌 User Authorisation in Streamlit With OIDC and Google

🗂 Category: DATA SCIENCE

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

Log in to a Streamlit app with a Google email account
📌 Exploring the Proportional Odds Model for Ordinal Logistic Regression

🗂 Category: DATA SCIENCE

🕒 Date: 2025-06-12 | ⏱️ Read time: 21 min read

Understanding and Implementing Brant’s Tests in Ordinal Logistic Regression with Python
📌 Can AI Truly Develop a Memory That Adapts Like Ours?

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-12 | ⏱️ Read time: 17 min read

Exploring Titans: A new architecture equipping LLMs with human-inspired memory that learns and updates itself…
📌 Mobile App Development with Python

🗂 Category: PROGRAMMING

🕒 Date: 2025-06-11 | ⏱️ Read time: 8 min read

Build iOS & Android Apps with Kivy
📌 Audio Spectrogram Transformers Beyond the Lab

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-06-10 | ⏱️ Read time: 7 min read

A recipe for building a portable soundscape monitoring app with AudioMoth, Raspberry Pi, and a…
📌 Automate Models Training: An MLOps Pipeline with Tekton and Buildpacks

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-06-10 | ⏱️ Read time: 11 min read

A step-by-step guide to containerizing and orchestrating an ML training workflow without the Dockerfile headache,…
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📌 10,000x Faster Bayesian Inference: Multi-GPU SVI vs. Traditional MCMC

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-06-10 | ⏱️ Read time: 18 min read

Using GPU acceleration to speed up Bayesian Inference from months to minutes…
📌 Applications of Density Estimation to Legal Theory

🗂 Category: DATA SCIENCE

🕒 Date: 2025-06-10 | ⏱️ Read time: 15 min read

A brief analysis using density estimation to compare the two-verdict and three-verdict systems.
📌 Mastering SQL Window Functions

🗂 Category: DATA SCIENCE

🕒 Date: 2025-06-10 | ⏱️ Read time: 6 min read

Understand how to use Window Functions to perform calculations without losing details
📌 Exploratory Data Analysis: Gamma Spectroscopy in Python

🗂 Category: DATA SCIENCE

🕒 Date: 2025-06-10 | ⏱️ Read time: 17 min read

Let’s observe the matter on the atomic level
📌 A Bird’s-Eye View of Linear Algebra: Measure of a Map — Determinants

🗂 Category: MATH

🕒 Date: 2025-06-10 | ⏱️ Read time: 19 min read

We roll up our sleeves and start to deal with matrices
📌 How to Transition From Data Analyst to Data Scientist

🗂 Category: DATA SCIENCE

🕒 Date: 2025-06-09 | ⏱️ Read time: 8 min read

Playbook on how data analysts can become data scientists