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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πŸ“Œ Why We Should Focus on AI for Women

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-07-02 | ⏱️ Read time: 6 min read

A simulation study on gender disparities entrenched in AI.
πŸ“Œ How to Maximize Technical Events β€” NVIDIA GTC Paris 2025

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-07-02 | ⏱️ Read time: 10 min read

Learn about my experience at NVIDIA GTC Paris 25, and how you can get the…
πŸ“Œ How to Access NASA’s Climate Data β€” And How It’s Powering the Fight Against Climate Change Pt. 1

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-07-01 | ⏱️ Read time: 11 min read

From architectural design to food security.
πŸ“Œ STOP Building Useless ML Projects – What Actually Works

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-07-01 | ⏱️ Read time: 7 min read

How to find machine learning projects that will get you hired.
πŸ“Œ An Introduction to Remote Model Context Protocol Servers

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-07-01 | ⏱️ Read time: 15 min read

Writing, testing and using them.
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πŸ“Œ Implementing IBCS rules in Power BI

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2025-07-01 | ⏱️ Read time: 12 min read

Is there a way to use the out-of-the-box features of Power BI to be IBCS…
πŸ“Œ Revisiting Benchmarking of Tabular Reinforcement Learning Methods

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-07-01 | ⏱️ Read time: 9 min read

Introducing a modular framework and improving model performance.
πŸ“Œ From Reporting to Reasoning: How AI Is Rewriting the Rules of Data App Development

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-07-01 | ⏱️ Read time: 2 min read

Explore the shift from static reports to intelligent apps with our first ebook.
πŸ“Œ Prescriptive Modeling Makes Causal Bets – Whether You Know it or Not!

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-30 | ⏱️ Read time: 16 min read

An explanation of the causal assumption implicit in prescriptive modeling and how to satisfy it.
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πŸ“Œ A Gentle Introduction to Backtracking

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-30 | ⏱️ Read time: 7 min read

Conceptual overview and hands-on examples
πŸ“Œ Lessons Learned After 6.5 Years Of Machine Learning

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-06-30 | ⏱️ Read time: 7 min read

Deep work, trends, data, and research
πŸ“Œ From Pixels to Plots

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-30 | ⏱️ Read time: 16 min read

How I built an AI-powered prototype to turn images into insights
πŸ“Œ Become a Better Data Scientist with These Prompt Engineering Tips and Tricks

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-06-30 | ⏱️ Read time: 11 min read

Part 1: prompt engineering for planning, cleaning, and EDA
πŸ“Œ The End-to-End Data Scientist’s Prompt Playbook

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-09-08 | ⏱️ Read time: 10 min read

Part 3: Prompts for docs, DevOps, and stakeholder communication
πŸ“Œ A Developer’s Guide to Building Scalable AI: Workflows vs Agents

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-27 | ⏱️ Read time: 38 min read

A practical guide to choosing between AI agents and workflows for production systems, covering the…
πŸ“Œ Pipelining AI/ML Training Workloads with CUDA Streams

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-06-26 | ⏱️ Read time: 12 min read

PyTorch Model Performance Analysis and Optimization β€” Part 9
πŸ“Œ A Caching Strategy for Identifying Bottlenecks on the Data Input Pipeline

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-06-26 | ⏱️ Read time: 16 min read

PyTorch model performance analysis and optimization β€” Part 8
πŸ“Œ Hitchhiker’s Guide to RAG with ChatGPT API and LangChain

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-26 | ⏱️ Read time: 7 min read

Build a simple Python RAG pipeline using your local files as context
πŸ“Œ Data Science: From School to Work, Part V

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2025-06-26 | ⏱️ Read time: 18 min read

How to profile your Python project
πŸ“Œ The Mythical Pivot Point from Buy to Build for Data Platforms

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2025-06-26 | ⏱️ Read time: 10 min read

For companies with data-intensive architectures, there often comes a pivotal point where building in-house data…
πŸ“Œ AI Agent with Multi-Session Memory

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-26 | ⏱️ Read time: 9 min read

Build from scratch using only Python & Ollama (no GPU, no APIKEY)