Machine Learning
39.4K subscribers
3.55K photos
24 videos
46 files
578 links
Real Machine Learning β€” simple, practical, and built on experience.
Learn step by step with clear explanations and working code.

Admin: @HusseinSheikho || @Hussein_Sheikho
Download Telegram
πŸ“Œ Supercharge Your RAG with Multi-Agent Self-RAG

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-02-05 | ⏱️ Read time: 15 min read

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

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-02-02 | ⏱️ Read time: 14 min read

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

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-02-02 | ⏱️ Read time: 7 min read

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

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-02-02 | ⏱️ Read time: 9 min read

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

πŸ—‚ Category:

πŸ•’ 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…
πŸ“Œ The Cultural Backlash Against Generative AI

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ 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…
πŸ“Œ Sparse AutoEncoder: from Superposition to interpretable features

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-02-01 | ⏱️ Read time: 6 min read

Disentangle features in complex Neural Network with superpositions
πŸ“Œ Injecting domain expertise into your AI system

πŸ—‚ Category: ENTREPRENEURSHIP

πŸ•’ Date: 2025-02-01 | ⏱️ Read time: 18 min read

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

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ 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,…
πŸ“Œ Using LLamaIndex Workflow to Implement an Agent Handoff Feature Like OpenAI Swarm

πŸ—‚ Category:

πŸ•’ Date: 2025-02-01 | ⏱️ Read time: 22 min read

Example: a customer service chatbot project
πŸ“Œ Fine-tuning Multimodal Embedding Models

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-01-31 | ⏱️ Read time: 10 min read

Adapting CLIP to YouTube Data (with Python Code)
❀1
πŸ“Œ Can Machines Dream? On the Creativity of Large Language Models

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-31 | ⏱️ Read time: 12 min read

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

πŸ—‚ Category:

πŸ•’ Date: 2025-01-31 | ⏱️ Read time: 36 min read

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

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2025-01-31 | ⏱️ Read time: 17 min read

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

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-31 | ⏱️ Read time: 10 min read

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

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2025-01-31 | ⏱️ Read time: 6 min read

Transform your .py files into . modules
πŸ“Œ Visualize Data Streams in Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-31 | ⏱️ Read time: 7 min read

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

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-31 | ⏱️ Read time: 15 min read

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

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-31 | ⏱️ Read time: 6 min read

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

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2025-01-31 | ⏱️ Read time: 9 min read

Key architecture innovation behind DeepSeek-V2 and DeepSeek-V3 for faster inference