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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📌 Supercharge Your RAG with Multi-Agent Self-RAG

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-02-05 | ⏱️ Read time: 15 min read

Introduction Many of us might have tried to build a RAG application and noticed it…
📌 Awesome Plotly with code series (Part 9): To dot, to slope or to stack?

🗂 Category: DATA SCIENCE

🕒 Date: 2025-02-02 | ⏱️ Read time: 14 min read

Simple methods to replace cluttered bar charts with crisp, reader-friendly visuals.
📌 5 Essential Tips Learned from My Data Science Journey

🗂 Category: DATA SCIENCE

🕒 Date: 2025-02-02 | ⏱️ Read time: 7 min read

Personal reflections on my 10-year data odyssey
📌 How to Make a Data Science Portfolio That Stands Out

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-02-02 | ⏱️ Read time: 9 min read

Create a data science portfolio with Cloud-flare and HUGO
📌 Improving Agent Systems & AI Reasoning

🗂 Category:

🕒 Date: 2025-02-02 | ⏱️ Read time: 11 min read

DeepSeek-R1, OpenAI o1 & o3, Test-Time Compute Scaling, Model Post-Training and the Transition to Reasoning…
📌 The Cultural Backlash Against Generative AI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-02-01 | ⏱️ Read time: 11 min read

What’s making many people resent generative AI, and what impact does that have on the…
📌 Sparse AutoEncoder: from Superposition to interpretable features

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-02-01 | ⏱️ Read time: 6 min read

Disentangle features in complex Neural Network with superpositions
📌 Injecting domain expertise into your AI system

🗂 Category: ENTREPRENEURSHIP

🕒 Date: 2025-02-01 | ⏱️ Read time: 18 min read

How to connect the dots between AI technology and real life
📌 DeepSeek V3: A New Contender in AI-Powered Data Science

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-02-01 | ⏱️ Read time: 12 min read

How DeepSeek’s budget-friendly AI model stacks up against ChatGPT, Claude, and Gemini in SQL, EDA,…
📌 Using LLamaIndex Workflow to Implement an Agent Handoff Feature Like OpenAI Swarm

🗂 Category:

🕒 Date: 2025-02-01 | ⏱️ Read time: 22 min read

Example: a customer service chatbot project
📌 Fine-tuning Multimodal Embedding Models

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-01-31 | ⏱️ Read time: 10 min read

Adapting CLIP to YouTube Data (with Python Code)
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📌 Can Machines Dream? On the Creativity of Large Language Models

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-31 | ⏱️ Read time: 12 min read

Exploring the Role of Hallucinations, Dependencies, and Imagination in AI Creativity
📌 Inequality in Practice: E-commerce Portfolio Analysis

🗂 Category:

🕒 Date: 2025-01-31 | ⏱️ Read time: 36 min read

From Mathematical Theory to Actionable Insights: A 6-Year Shopify Case Study
📌 Align Your Data Architecture for Universal Data Supply

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-01-31 | ⏱️ Read time: 17 min read

Follow me through the steps on how to evolve your architecture to align with your…
📌 The AI Product Manager

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-31 | ⏱️ Read time: 10 min read

An introduction to an exciting role leading impact with AI
📌 The . Extension is Now a Thing in Python ?

🗂 Category: PROGRAMMING

🕒 Date: 2025-01-31 | ⏱️ Read time: 6 min read

Transform your .py files into . modules
📌 Visualize Data Streams in Python

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-31 | ⏱️ Read time: 7 min read

Plotting continuous real-time data with deque
📌 How Likely Is a Six Nations Grand Slam in 2025?

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-31 | ⏱️ Read time: 15 min read

The Six Nations is back! This article explores how we can use Data Science &…
📌 AI Development vs Software Engineering: Key Differences Explained

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-31 | ⏱️ Read time: 6 min read

Why Treating AI Projects Like Traditional Software Development Limits Your Team’s Potential for Success
📌 DeepSeek-V3 Explained 1: Multi-head Latent Attention

🗂 Category: DEEP LEARNING

🕒 Date: 2025-01-31 | ⏱️ Read time: 9 min read

Key architecture innovation behind DeepSeek-V2 and DeepSeek-V3 for faster inference
📌 Stop Creating Bad DAGs – Optimize Your Airflow Environment By Improving Your Python Code

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-01-30 | ⏱️ Read time: 10 min read

Valuable tips to reduce your DAGs’ parse time and save resources.