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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📌 Log Breadcrumbs: only show Logs leading up to an Error

🗂 Category: CODING

🕒 Date: 2024-11-05 | ⏱️ Read time: 5 min read

Hot to log Breadcrumbs using Python’s built-int logging package
📌 Building a Convolutional Neural Network (CNNs) from Scratch

🗂 Category:

🕒 Date: 2024-11-05 | ⏱️ Read time: 15 min read

Line-by-Line, Let’s Build a ResNet Classifier on the MNIST-Fashion Dataset
📌 I Tested Frontline M-LLMs on Their Chart Interpretation Skills

🗂 Category: DATA VISUALIZATION

🕒 Date: 2024-11-05 | ⏱️ Read time: 35 min read

Can multimodal LLMs infer basic charts accurately?
📌 How to Create a Network Chart in Tableau

🗂 Category: DATA VISUALIZATION

🕒 Date: 2024-11-05 | ⏱️ Read time: 8 min read

A Step-by-Step Guide to Network Visualization in Tableau
📌 While Using RLS When Manipulating Relationships in Power BI, What Can Go Wrong?

🗂 Category:

🕒 Date: 2024-11-05 | ⏱️ Read time: 8 min read

There are restrictions when manipulating Relationships with RLS in place. The MS documentation doesn’t provide…
📌 The “Gold-Rush Paradox” in Data: Why Your KPIs Need a Rethink

🗂 Category: ANALYTICS

🕒 Date: 2024-11-05 | ⏱️ Read time: 6 min read

You’re not doing as good a job as you think you are
📌 I Wasn’t Always a Data Scientist – How I Broke into the Field

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-05 | ⏱️ Read time: 13 min read

8 strategies I used (and you can too) on my journey to data science
📌 Overcoming LLM Challenges in Healthcare: Practical Strategies for Development in Production

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-05 | ⏱️ Read time: 10 min read

An article on the most common LLM development challenges I’ve encountered, effective mitigation strategies, and…
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📌 Rasterizing Vector Data in Python

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-05 | ⏱️ Read time: 4 min read

How to turn vector elevation lines into a grid – and build it from Lego
📌 Histogram of Oriented Gradients (HOG) in Computer Vision

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-11-04 | ⏱️ Read time: 5 min read

An explanation and implementation of Histogram of Oriented Gradients (HOG) for object detection and recognition
📌 Exploring Recursive Art: Fractals with Context Free

🗂 Category: ART

🕒 Date: 2024-11-04 | ⏱️ Read time: 7 min read

Generating Intricate Imagery with Simple Rules and Shapes
📌 Classify Jira Tickets with GenAI On Amazon Bedrock

🗂 Category: PROGRAMMING

🕒 Date: 2024-11-04 | ⏱️ Read time: 10 min read

Replace traditional NLP approaches with prompt engineering and Large Language Models (LLMS) for Jira ticket…
📌 Let There Be Light! Diffusion Models and the Future of Relighting

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-11-04 | ⏱️ Read time: 18 min read

Discover how cutting-edge diffusion models tackle relighting, harmonization, and shadow removal in this in-depth blog…
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📌 What Did I Learn from Building LLM Applications in 2024? – Part 1

🗂 Category:

🕒 Date: 2024-11-04 | ⏱️ Read time: 9 min read

An engineer’s journey to building LLM-native applications
📌 When Machines Think Ahead: The Rise of Strategic AI

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-11-04 | ⏱️ Read time: 35 min read

Exploring the advancements in strategic AI and how large language models fit into the bigger…
📌 GraphRAG in Action: From Commercial Contracts to a Dynamic Q&A Agent

🗂 Category:

🕒 Date: 2024-11-04 | ⏱️ Read time: 28 min read

A question-based extraction approach
📌 Recursion – Data Structures & Algorithms for Data Scientists

🗂 Category: CODING

🕒 Date: 2024-11-03 | ⏱️ Read time: 4 min read

Recursion, recursion, recursion, recursion, recursion, etc.
📌 Dynamic Execution

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-11-03 | ⏱️ Read time: 12 min read

Getting your AI task to distinguish between Hard and Easy problems
📌 Paper Walkthrough: Attention Is All You Need

🗂 Category: DEEP LEARNING

🕒 Date: 2024-11-03 | ⏱️ Read time: 46 min read

The complete guide to implementing a Transformer from scratch
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📌 How to Connect an MCP Server for an AI-Powered, Supply-Chain Network Optimization Agent

🗂 Category: AGENTIC AI

🕒 Date: 2025-09-22 | ⏱️ Read time: 22 min read

From prompt to strategic decision-making: MCP-powered agents for cost-efficient, reliable and sustainable supply chain network…
📌 The Kolmogorov–Smirnov Statistic, Explained: Measuring Model Power in Credit Risk Modeling

🗂 Category: DATA SCIENCE

🕒 Date: 2025-09-22 | ⏱️ Read time: 8 min read

Understanding how banks use the KS statistic in loan approvals.