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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๐Ÿ“Œ Data Privacy in AI Development: Data Localization

๐Ÿ—‚ Category: DATA ENGINEERING

๐Ÿ•’ Date: 2024-06-18 | โฑ๏ธ Read time: 14 min read

Why should you care where your data lives?
๐Ÿ“Œ Benchmarking LLM Inference Backends

๐Ÿ—‚ Category: MACHINE LEARNING

๐Ÿ•’ Date: 2024-06-17 | โฑ๏ธ Read time: 12 min read

Comparing Llama 3 serving performance on vLLM, LMDeploy, MLC-LLM, TensorRT-LLM, and TGI
๐Ÿ“Œ Overcoming (Unintended) Data Jails

๐Ÿ—‚ Category: ANALYTICS

๐Ÿ•’ Date: 2024-06-17 | โฑ๏ธ Read time: 6 min read

We can do some amazing things with data if it were truly accessible and usable.โ€ฆ
๐Ÿ“Œ Cheating at Wordle? A Python and Streamlit-Based Solver

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2024-06-17 | โฑ๏ธ Read time: 8 min read

A fun and educational approach to programmatically solving the popular game Wordle
๐Ÿ“Œ UEFA Euro 2024 Map

๐Ÿ—‚ Category: DATA VISUALIZATION

๐Ÿ•’ Date: 2024-06-17 | โฑ๏ธ Read time: 6 min read

Historical records of the UEFA European Championship results
๐Ÿ“Œ Spatial Index: Tessellation

๐Ÿ—‚ Category: DATABASE DESIGN

๐Ÿ•’ Date: 2024-06-17 | โฑ๏ธ Read time: 15 min read

Use of Tessellation for Spatial Indexing and how Uber H3 works
๐Ÿ“Œ Multi-Framework AI/ML Development with Keras 3

๐Ÿ—‚ Category: ARTIFICIAL INTELLIGENCE

๐Ÿ•’ Date: 2024-06-16 | โฑ๏ธ Read time: 17 min read

All hail the return of Keras
๐Ÿ“Œ Multi AI Agent Systems 101

๐Ÿ—‚ Category: ARTIFICIAL INTELLIGENCE

๐Ÿ•’ Date: 2024-06-16 | โฑ๏ธ Read time: 31 min read

Automating Routine Tasks in Data Source Management with CrewAI
๐Ÿ“Œ From English Literature to Data Science

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2024-06-16 | โฑ๏ธ Read time: 6 min read

How did I land a job in data science
๐Ÿค–๐Ÿง  MinerU2.5 by Shanghai AI Lab, Peking University & Shanghai Jiao Tong University Sets New Standard for AI-Powered Document Parsing

๐Ÿ—“๏ธ 15 Oct 2025
๐Ÿ“š AI News & Trends

In the world of digital transformation, the ability to accurately extract and interpret information from complex documents is becoming increasingly essential. Whether for academic research, financial analysis or enterprise automation, document parsing โ€“ the process of converting structured and unstructured document data into machine-readable formats plays a vital role. Enter MinerU2.5, a groundbreaking vision-language model ...
๐Ÿ“Œ Using Power BI for Planning (Warehouse) with Stock Values

๐Ÿ—‚ Category:

๐Ÿ•’ Date: 2024-06-18 | โฑ๏ธ Read time: 11 min read

How can we use Power BI to plan for the future using Stock-Measures? Here, Iโ€ฆ
๐Ÿ“Œ First Principles Thinking for Data Scientists

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2025-10-15 | โฑ๏ธ Read time: 7 min read

The mindset that turns good data scientists into great ones
๐Ÿ“Œ Prompt Engineering for Time-Series Analysis with Large Language Models

๐Ÿ—‚ Category: LARGE LANGUAGE MODELS

๐Ÿ•’ Date: 2025-10-15 | โฑ๏ธ Read time: 9 min read

Part 1: Prompts for Core Strategies in Time-Series
๐Ÿ“Œ Beyond Requests: Why httpx is the Modern HTTP Client You Need (Sometimes)

๐Ÿ—‚ Category: PROGRAMMING

๐Ÿ•’ Date: 2025-10-15 | โฑ๏ธ Read time: 12 min read

A comprehensive comparison of these two Python libraries
๐Ÿ“Œ How to Build Tools for AI Agents

๐Ÿ—‚ Category: AGENTIC AI

๐Ÿ•’ Date: 2025-10-15 | โฑ๏ธ Read time: 10 min read

Learn how to design and build effective tools to be used by AI Agents
๐Ÿ“Œ Comprehensive Guide to Datasets and Dataloaders in PyTorch

๐Ÿ—‚ Category: ARTIFICIAL INTELLIGENCE

๐Ÿ•’ Date: 2024-06-15 | โฑ๏ธ Read time: 6 min read

The full guide to creating custom datasets and dataloaders for different models in PyTorch
๐Ÿ“Œ Analyzing Unstructured PDF Data w/ Embedding Models and LLMs

๐Ÿ—‚ Category:

๐Ÿ•’ Date: 2024-06-15 | โฑ๏ธ Read time: 8 min read

How to turn PDFs into actionable insights
๐Ÿ“Œ Simple Model Retraining Automation via GitHub Actions

๐Ÿ—‚ Category: EDUCATION

๐Ÿ•’ Date: 2024-06-15 | โฑ๏ธ Read time: 13 min read

Easily streamline your modelling process with the GitHub Actions.
๐Ÿ“Œ Erasing Clouds from Satellite Imagery Using GANs (Generative Adversarial Networks)

๐Ÿ—‚ Category: DEEP LEARNING

๐Ÿ•’ Date: 2024-06-15 | โฑ๏ธ Read time: 12 min read

Building GANs from scratch in python
๐Ÿ“Œ GPT from Scratch with MLX

๐Ÿ—‚ Category: DEEP LEARNING

๐Ÿ•’ Date: 2024-06-15 | โฑ๏ธ Read time: 36 min read

Define and train GPT-2 on your MacBook
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๐Ÿ“Œ Graph Visualization: 7 Steps from Easy to Advanced

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2024-06-15 | โฑ๏ธ Read time: 10 min read

Making visualization with Python, NetworkX, and D3.JS