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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📌 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…
1
📌 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
📌 Need for Speed: Streamlit vs Functool Caching

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-28 | ⏱️ Read time: 14 min read

Comparing the performance of streamlit and functools caching for pandas and polars. The results will…
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📌 Boosting LLM Inference Speed Using Speculative Decoding

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-27 | ⏱️ Read time: 7 min read

A practical guide on using cutting-edge optimization techniques to speed up inference
📌 Building a Robust Data Observability Framework to Ensure Data Quality and Integrity

🗂 Category:

🕒 Date: 2024-08-27 | ⏱️ Read time: 9 min read

How can we improve observability with open-source tools?
📌 The MMD-Critic Method, Explained

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-27 | ⏱️ Read time: 12 min read

A powerful yet under-the-radar method for data summarization and explainable AI
📌 Building a Command-Line Quiz Application in R

🗂 Category: DATA SCIENCE

🕒 Date: 2025-10-05 | ⏱️ Read time: 6 min read

Practice control flow, input handling, and functions in R by creating an interactive quiz game.
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📌 Missing Value Imputation, Explained: A Visual Guide with Code Examples for Beginners

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-08-27 | ⏱️ Read time: 13 min read

One (tiny) dataset, six imputation methods?
📌 When AI Artists Compete:

🗂 Category: ART

🕒 Date: 2024-08-27 | ⏱️ Read time: 10 min read

Insights from My Generative Art Experiment
📌 A Machine Learning Mobius: Can Models Learn from Each Other?

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-27 | ⏱️ Read time: 18 min read

Novel twists in synthetic data and learning paradigms
📌 How to Effectively Detect Objects with Meta’s Image Segmentation Model: SAM 2

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-08-27 | ⏱️ Read time: 12 min read

Learn how to utilize Meta’s new SAM 2 model to segment anything