Machine Learning
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Real Machine Learning — simple, practical, and built on experience.
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Admin: @HusseinSheikho || @Hussein_Sheikho
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📌 From FOMO to Opportunity: Analytical AI in the Era of LLM Agents

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-04-29 | ⏱️ Read time: 13 min read

Why the gold rush toward LLM agents does not make analytical AI obsolete
📌 Data Analyst or Data Engineer or Analytics Engineer or BI Engineer ?

🗂 Category: DATA SCIENCE

🕒 Date: 2025-04-29 | ⏱️ Read time: 6 min read

What’s the real difference?
📌 Building a Scalable and Accurate Audio Interview Transcription Pipeline with Google Gemini

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-04-29 | ⏱️ Read time: 21 min read

From prototype to production: real-world insights into building smarter transcription pipelines with LLMs.
📌 How to Level Up Your Technical Skills in This AI Era

🗂 Category: PRODUCTIVITY

🕒 Date: 2025-04-29 | ⏱️ Read time: 6 min read

AI tools & vibe coding have hidden tradeoffs. Here’s how to use them wisely and…
📌 AI Agents for a More Sustainable World

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-29 | ⏱️ Read time: 9 min read

How AI agents can help companies measure, optimise and accelerate their sustainability initiatives.
📌 Graph Neural Networks Part 4: Teaching Models to Connect the Dots

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-04-29 | ⏱️ Read time: 12 min read

Heuristic and GNN-based approaches to Link Prediction
📌 The Secret Inner Lives of AI Agents: Understanding How Evolving AI Behavior Impacts Business Risks

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-29 | ⏱️ Read time: 18 min read

Part 2 in a series on rethinking AI alignment and safety in the age of…
📌 If I Wanted to Become a Machine Learning Engineer, I’d Do This

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-04-28 | ⏱️ Read time: 8 min read

My advice to becoming a machine learning engineer
Forwarded from Tech Jobs Hub
حوّل فكرتك إلى مشروع ناجح مع ‎#سهول 🚀
منصّة عربية متكاملة لإدارة المشاريع تعتمد على الذكاء الاصطناعي، لتنظيم مهامك وفريقك بسهولة ومرونة.
جرّب النسخة التجريبية الآن مجاناً على: suhol.ai

للاستفسارات مجموعة سهول على تيليجرام: @suhol_ai

#إدارة_المشاريع#ذكاء_اصطناعي#kanban#مشاريع#تطوير
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📌 How to Ensure Your AI Solution Does What You Expect iI to Do

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-28 | ⏱️ Read time: 10 min read

A Kind Introduction to AI Evals
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📌 Fighting Back Against Attacks in Federated Learning

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-09-10 | ⏱️ Read time: 8 min read

Lessons from a multi-node simulator
📌 When A Difference Actually Makes A Difference

🗂 Category: DATA SCIENCE

🕒 Date: 2025-09-10 | ⏱️ Read time: 10 min read

Bite-Sized Analytics for Business Decision-Makers (1)
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📌 Why Task-Based Evaluations Matter

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-09-10 | ⏱️ Read time: 4 min read

This article is adapted from a lecture series I gave at Deeplearn 2025: From Prototype…
📌 How to Build an AI Budget-Planning Optimizer for Your 2026 CAPEX Review: LangGraph, FastAPI, and n8n

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-09-10 | ⏱️ Read time: 20 min read

Email → n8n → LangGraph → FastAPI: turning budget requests into optimised CAPEX portfolios that…
📌 Struggling to Land a Data Role in 2025? These 5 Tips Will Change That

🗂 Category: DATA SCIENCE

🕒 Date: 2025-04-28 | ⏱️ Read time: 7 min read

Your dream data job isn’t ghosting you—you just need to search smart.
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📌 NumExpr: The “Faster than Numpy” Library Most Data Scientists Have Never Used

🗂 Category: PROGRAMMING

🕒 Date: 2025-04-28 | ⏱️ Read time: 8 min read

A comparative performance test with NumPy
📌 When OpenAI Isn’t Always the Answer: Enterprise Risks Behind Wrapper-Based AI Agents

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-28 | ⏱️ Read time: 8 min read

Data privacy, compliance, and trust gaps in today’s AI agent integrations
📌 Adding Training Noise To Improve Detections In Transformers

🗂 Category: DEEP LEARNING

🕒 Date: 2025-04-28 | ⏱️ Read time: 8 min read

Denoising, explained
📌 Hands-on Multi Agent LLM Restaurant Simulation, with Python and OpenAI

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-04-28 | ⏱️ Read time: 12 min read

This is how I used Large Language Models Agents to simulate an end-to-end restaurant process,…
📌 A Step-By-Step Guide To Powering Your Application With LLMs

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-04-25 | ⏱️ Read time: 8 min read

Explore a hands-on guide to integrating large language models into real-world apps, not just read…
📌 Behind the Magic: How Tensors Drive Transformers

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-04-25 | ⏱️ Read time: 4 min read

The workflow Of tensors Inside Transformers