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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📌 Real-Time Intelligence in Microsoft Fabric: The Ultimate Guide

🗂 Category: DATA SCIENCE

🕒 Date: 2025-10-04 | ⏱️ Read time: 21 min read

Once upon a time, handling streaming data was considered an avant-garde approach. Since the introduction of relational…
📌 How to Build a Powerful Deep Research System

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-10-04 | ⏱️ Read time: 6 min read

Learn how to access vasts amounts of information with your own deep research system
📌 Causal Machine Learning for Customer Retention: a Practical Guide with Python

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-08-30 | ⏱️ Read time: 25 min read

An accessible guide to leveraging causal machine learning for optimizing client retention strategies
📌 How to Build a Genetic Algorithm from Scratch in Python

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-30 | ⏱️ Read time: 16 min read

A complete walkthrough on how one can build a Genetic Algorithm from scratch in Python,…
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📌 Stop Being Data-Driven

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-30 | ⏱️ Read time: 12 min read

Why we are fooled by data and how to stop it
📌 Stop Manually Sorting Your List In Python If Performance Is Concerned

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-29 | ⏱️ Read time: 8 min read

A sorted collection library that is as fast as C-extensions
📌 The Smarter Way of Using AI in Programming

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-29 | ⏱️ Read time: 7 min read

avoid the outdated methods of integrating AI into your coding workflow by going beyond ChatGPT
📌 How to Create Custom Color Palettes in Matplotlib – Discrete vs. Linear Colormaps, Explained

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-29 | ⏱️ Read time: 6 min read

Actionable guide on how to bring custom colors to personalize your charts
📌 The Essential Guide to Error-Checking and Reviewing Presentations

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-29 | ⏱️ Read time: 7 min read

An overlooked skill for Data Scientists (and not only)
📌 LLMs, AI Agents, the Economics of Generative AI, and Other August Must-Reads

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-29 | ⏱️ Read time: 5 min read

The stories that resonated the most with our community in the past month
📌 Machine Learning Operations (MLOps) For Beginners

🗂 Category:

🕒 Date: 2024-08-29 | ⏱️ Read time: 22 min read

End-to-end Project Implementation
📌 Sequential Testing: The Secret Sauce for Low-Volume A/B Tests

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-29 | ⏱️ Read time: 9 min read

How to Accelerate Decision-Making with Low Volume Data
📌 Let’s Write a Composable, Easy-to-Use Caching Package in Python

🗂 Category: CODING

🕒 Date: 2024-08-29 | ⏱️ Read time: 11 min read

Easy, user-friendly caching that tailors to all your needs
📌 PySpark Explained: Delta Table Time Travel Queries

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-29 | ⏱️ Read time: 13 min read

Delete, recover, and replay historical data transactions
📌 How to Easily Set Up a Neat User Interface for Your Local LLM

🗂 Category:

🕒 Date: 2024-08-28 | ⏱️ Read time: 5 min read

A step-by-step guide to run Llama3 locally with Open WebUI
📌 DSLP – The Data Science Project Management Framework that Transformed My Team

🗂 Category: AGILE

🕒 Date: 2024-08-28 | ⏱️ Read time: 19 min read

It is the best framework for Data Science, by far. Use it for your team…
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📌 Climate Change in the Countryside

🗂 Category: CLIMATE CHANGE

🕒 Date: 2024-08-28 | ⏱️ Read time: 13 min read

A Python project for climate warriors
📌 Enforcing JSON outputs in commercial LLMs

🗂 Category:

🕒 Date: 2024-08-28 | ⏱️ Read time: 11 min read

A comprehensive guide
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📌 How AI Could Soon Take Human-Computer Interaction to New Levels

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-28 | ⏱️ Read time: 22 min read

As AI models reach excellence in speech recognition and synthesis, text processing, and multimodalism, the…
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📌 Beating Connect Four with AI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-28 | ⏱️ Read time: 9 min read

A Simple Approach Using Monte Carlo Simulations
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📌 Analytics Frameworks Every Data Scientist Should Know

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-28 | ⏱️ Read time: 12 min read

Why I believe my experience at McKinsey made me a better data scientist