Machine Learning
39.1K subscribers
3.82K photos
32 videos
41 files
1.3K links
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
Download Telegram
πŸ“Œ Get Ready for Your Next Career Move

πŸ—‚ Category: THE VARIABLE

πŸ•’ Date: 2025-06-05 | ⏱️ Read time: 3 min read

Are you planning to switch roles in the near future? On the lookout for your…
πŸ“Œ The Journey from Jupyter to Programmer: A Quick-Start Guide

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-04 | ⏱️ Read time: 17 min read

Explore the real benefits of ditching the notebook
πŸ“Œ LangChain for EDA: Build a CSV Sanity-Check Agent in Python

πŸ—‚ Category: AGENTIC AI

πŸ•’ Date: 2025-09-09 | ⏱️ Read time: 19 min read

A practical LangChain tutorial for data scientists to inspect CSVs
πŸ“Œ How to Build Effective AI Agents to Process Millions of Requests

πŸ—‚ Category: AGENTIC AI

πŸ•’ Date: 2025-09-09 | ⏱️ Read time: 9 min read

Learn how to build production ready systems using AI agents
πŸ“Œ The Hungarian Algorithm and Its Applications in Computer Vision

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-09-09 | ⏱️ Read time: 9 min read

Introduction Multi-object tracking (MOT) is a task in which an algorithm must detect and track…
πŸ“Œ LangGraph 201: Adding Human Oversight to Your Deep Research Agent

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-09-09 | ⏱️ Read time: 23 min read

Losing control of your AI agent in the middle of the workflow is a common…
πŸ“Œ Exploring Merit Order and Marginal Abatement Cost Curve in Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-09-09 | ⏱️ Read time: 11 min read

To achieve the global temperature limit goals of 1.5Β°C by the end of the century…
πŸ“Œ Building a Modern Dashboard with Python and Gradio

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-04 | ⏱️ Read time: 13 min read

Data insights made simple
πŸ“Œ Data Drift Is Not the Actual Problem: Your Monitoring Strategy Is

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-06-03 | ⏱️ Read time: 11 min read

Monitoring is easy; what to monitor is not. In the field of machine learning, data…
πŸ“Œ Reducing Time to Value for Data Science Projects: Part 2

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-03 | ⏱️ Read time: 11 min read

Leveraging automation and parallelism to scale out experiments
πŸ“Œ Pairwise Cross-Variance Classification

πŸ—‚ Category: COMPUTER VISION

πŸ•’ Date: 2025-06-03 | ⏱️ Read time: 10 min read

Multi-class zero-shot embedding classification and error checking
πŸ“Œ Landing your First Machine Learning Job: Startup vs Big Tech vs Academia

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-06-03 | ⏱️ Read time: 22 min read

A practical guide to landing your first Machine Learning job across startups, big tech, and…
πŸ“Œ Decision Trees Natively Handle Categorical Data

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-03 | ⏱️ Read time: 6 min read

But mean target encoding is their turbocharger
πŸ“Œ How to Design My First AI Agent

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-03 | ⏱️ Read time: 10 min read

The foundations of designing an AI agent
πŸ“Œ LLMs + Pandas: How I Use Generative AI to Generate Pandas DataFrame Summaries

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-06-02 | ⏱️ Read time: 11 min read

Local Large Language Models can convert massive DataFrames to presentable Markdown reports β€” here’s how.
πŸ“Œ Vision Transformer on a Budget | DeiT

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-02 | ⏱️ Read time: 20 min read

Understanding how DeiT works via knowledge distillationβ€Šβ€”and how to implement it with PyTorch
πŸ“Œ Inside Google’s Agent2Agent (A2A) Protocol: Teaching AI Agents to Talk to Each Other

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-02 | ⏱️ Read time: 26 min read

Exploring how Google’s A2A enables plug-and-play communication between LLM-powered agents across frameworks
πŸ“Œ Grammar as an Injectable: A Trojan Horse to NLP

πŸ—‚ Category: NATURAL LANGUAGE PROCESSING

πŸ•’ Date: 2025-06-02 | ⏱️ Read time: 11 min read

How machines make sense of sentence structure: Combinatory Categorial Grammar
πŸ“Œ Hands-On Attention Mechanism for Time Series Classification, with Python

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-05-30 | ⏱️ Read time: 9 min read

This is how to use the attention mechanism in a time series classification framework
πŸ“Œ Agentic RAG Applications: Company Knowledge Slack Agents

πŸ—‚ Category:

πŸ•’ Date: 2025-05-30 | ⏱️ Read time: 19 min read

Lessons learnt using LlamaIndex and Modal
πŸ“Œ The Secret Power of Data Science in Customer Support

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-05-30 | ⏱️ Read time: 8 min read

Customer support is a data goldmine. Here’s how to unlock its full potential with data…