Data Science Machine Learning Data Analysis
37.8K subscribers
2.72K photos
28 videos
39 files
1.26K links
This channel is for Programmers, Coders, Software Engineers.

1- Data Science
2- Machine Learning
3- Data Visualization
4- Artificial Intelligence
5- Data Analysis
6- Statistics
7- Deep Learning

Cross promotion and ads: @hussein_sheikho
Download Telegram
πŸ“Œ Pharmacy Placement in Urban Spain

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-05-08 | ⏱️ Read time: 22 min read

Identify spatial gaps in the urban pharmacy network suitable for the installation of new pharmacies,…
πŸ“Œ Generating Data Dictionary for Excel Files Using OpenPyxl and AI Agents

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-05-08 | ⏱️ Read time: 10 min read

Automate Excel Documentation with AI: Leveraging OpenPyxl and Generative AI to create data dictionaries. Learn…
πŸ“Œ Real-Time Interactive Sentiment Analysis in Python

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2025-05-07 | ⏱️ Read time: 8 min read

How to visualize sentiment using a procedural smiley face in Python with OpenCV and Tkinter
πŸ“Œ Uh-Uh, Not Guilty

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-05-07 | ⏱️ Read time: 7 min read

Who will take the blame for AI mistakes, and what can you do about it?
πŸ“Œ From RGB to HSV β€” and Back Again

πŸ—‚ Category: COMPUTER VISION

πŸ•’ Date: 2025-05-07 | ⏱️ Read time: 7 min read

A practical introduction to color spaces with Python and OpenCV
πŸ“Œ We Need a Fourth Law of Robotics in the Age of AI

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-05-06 | ⏱️ Read time: 6 min read

Artificial Intelligence has become a mainstay of our daily lives, revolutionizing industries, accelerating scientific discoveries,…
πŸ“Œ Retrieval Augmented Classification: Improving Text Classification with External Knowledge

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-05-06 | ⏱️ Read time: 11 min read

When and How to best use LLMs as text classifiers
πŸ“Œ How I Built Business-Automating Workflows with AI Agents

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-05-06 | ⏱️ Read time: 12 min read

How I make money helping businesses boost their productivity and cut costs by automating supply…
πŸ“Œ The Total Derivative: Correcting the Misconception of Backpropagation’s Chain Rule

πŸ—‚ Category: MATH

πŸ•’ Date: 2025-05-06 | ⏱️ Read time: 27 min read

What you think you know about backpropagation might be wrong.
❀1
πŸ“Œ Make Your Data Move: Creating Animations in Python for Science and Machine Learning

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2025-05-06 | ⏱️ Read time: 6 min read

Go beyond static plots with matplotlib.
πŸ“Œ Benchmarking Tabular Reinforcement Learning Algorithms

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-05-06 | ⏱️ Read time: 27 min read

Comparing all methods from Part I of Sutton’s book on gridworld environments
πŸ“Œ Think. Know. Act. How AI’s Core Capabilities Will Shape the Future of Work

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-05-06 | ⏱️ Read time: 13 min read

It’s not just about technical depth, it’s about strategic clarity
πŸ“Œ The CNN That Challenges ViT | ConvNeXt

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2025-05-05 | ⏱️ Read time: 24 min read

A PyTorch implementation on the ConvNeXt architecture
πŸ“Œ Diffusion Models, Explained Simply

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-05-05 | ⏱️ Read time: 7 min read

From noise to art: how to generate high-quality images using diffusion models
πŸ“Œ Making Sense of KPI Changes

πŸ—‚ Category: DATA SCIENCE

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

A practical guide to understanding what’s really going on
πŸ“Œ Fine-Tuning vLLMs for Document Understanding

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-05-05 | ⏱️ Read time: 25 min read

Learn how you can fine-tune visual language models for specific tasks
❀1
πŸ“Œ Website Feature Engineering at Scale: PySpark, Python & Snowflake

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-05-05 | ⏱️ Read time: 9 min read

Introduction and Problem Imagine you’re staring at a database containing thousands of merchants across multiple…
πŸ“Œ From a Point to L∞

πŸ—‚ Category: MATH

πŸ•’ Date: 2025-05-02 | ⏱️ Read time: 9 min read

How AI uses distance
πŸ“Œ Build and Query Knowledge Graphs with LLMs

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-05-02 | ⏱️ Read time: 28 min read

Going from document ingestion to smart queriesβ€Šβ€”β€Šall with open tools and guided setup
πŸ“Œ Attaining LLM Certainty with AI Decision Circuits

πŸ—‚ Category: LARGE LANGUAGE MODELS

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

Uncertainty is nothing new in technologyβ€Š β€” β€Šall modern systems overcome uncertain inputs and outputs…