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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📌 Pipelining AI/ML Training Workloads with CUDA Streams

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-06-26 | ⏱️ Read time: 12 min read

PyTorch Model Performance Analysis and Optimization — Part 9
📌 A Caching Strategy for Identifying Bottlenecks on the Data Input Pipeline

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-06-26 | ⏱️ Read time: 16 min read

PyTorch model performance analysis and optimization — Part 8
📌 Hitchhiker’s Guide to RAG with ChatGPT API and LangChain

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-26 | ⏱️ Read time: 7 min read

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

🗂 Category: PROGRAMMING

🕒 Date: 2025-06-26 | ⏱️ Read time: 18 min read

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

🗂 Category: DATA ENGINEERING

🕒 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…
📌 AI Agent with Multi-Session Memory

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-26 | ⏱️ Read time: 9 min read

Build from scratch using only Python & Ollama (no GPU, no APIKEY)
📌 Use OpenAI Whisper for Automated Trannoscriptions

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-25 | ⏱️ Read time: 8 min read

Streamline your computer interactions using OpenAI’s Whisper model
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📌 Economic Cycle Synchronization with Dynamic Time Warping

🗂 Category: ECONOMICS

🕒 Date: 2025-06-25 | ⏱️ Read time: 7 min read

The case of the Eurozone
📌 How to Train a Chatbot Using RAG and Custom Data

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-25 | ⏱️ Read time: 6 min read

Retrieval-Augmented Generation made easy with Llama
📌 Stop Chasing “Efficiency AI.” The Real Value Is in “Opportunity AI.”

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-25 | ⏱️ Read time: 11 min read

Companies pursuing incremental productivity gains risk being displaced by AI-native competitors building entirely new business…
📌 Data Has No Moat!

🗂 Category: DATA SCIENCE

🕒 Date: 2025-06-24 | ⏱️ Read time: 7 min read

Only if you ignore data quality
📌 Agentic AI: Implementing Long-Term Memory

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-24 | ⏱️ Read time: 11 min read

The problem and current solutions
📌 Why Your Next LLM Might Not Have A Tokenizer

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-24 | ⏱️ Read time: 16 min read

The Tokenizer Has Been a Necessary Evil, but This Radical Approach Shows That It Might…
📌 Build Multi-Agent Apps with OpenAI’s Agent SDK

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-24 | ⏱️ Read time: 21 min read

Creating multi-agent apps is simple with this open-source SDK, and it can be used with…
📌 Reinforcement Learning from Human Feedback, Explained Simply

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-23 | ⏱️ Read time: 7 min read

The one technique that made ChatGPT so smart
📌 Programming, Not Prompting: A Hands-On Guide to DSPy

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-23 | ⏱️ Read time: 16 min read

A practical deep dive into declarative AI programming
📌 Building A Modern Dashboard with Python and Taipy

🗂 Category: PROGRAMMING

🕒 Date: 2025-06-23 | ⏱️ Read time: 11 min read

A guide to building a front-end data application.
📌 Building AI-Powered Low-Code Workflows with n8n

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-23 | ⏱️ Read time: 27 min read

Three powerful workflows that you can apply to your personal life or business today
📌 Why You Should Not Replace Blanks with 0 in Power BI

🗂 Category: DATA ANALYSIS

🕒 Date: 2025-06-20 | ⏱️ Read time: 7 min read

Did someone ask you to replace blank values with 0 in your reports? Maybe you…
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📌 Understanding Application Performance with Roofline Modeling

🗂 Category:

🕒 Date: 2025-06-20 | ⏱️ Read time: 10 min read

A common challenge with calculating an application’s performance is that the real-world performance and theoretical…
📌 Beyond Model Stacking: The Architecture Principles That Make Multimodal AI Systems Work

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-19 | ⏱️ Read time: 16 min read

Transforming Independent Models into Collaborative Intelligence