Machine Learning
39.2K subscribers
3.83K 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 An Introduction to CTEs in SQL

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2024-12-04 | ⏱️ Read time: 6 min read

Explore how Common Table Expression (CTE) can help optimize SQL performance and readability
πŸ“Œ Machine Learning Basics I Look for in Data Scientist Interviews

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-04 | ⏱️ Read time: 50 min read

Let’s build our breadth of science together.
πŸ“Œ Information at a Glance: Do Your Charts Suck?

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2024-12-04 | ⏱️ Read time: 9 min read

How pre-attentive processing, Gestalt theory, and visual data encoding inform data design decisions
πŸ“Œ Training Language Models on Google Colab

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-12-04 | ⏱️ Read time: 5 min read

A guide to iterative fine-tuning and serialisation
πŸ“Œ LLMs for Coding in 2024: Price, Performance, and the Battle for the Best

πŸ—‚ Category: CODING

πŸ•’ Date: 2024-12-04 | ⏱️ Read time: 13 min read

Evaluating the current LLM landscape based both benchmarks and real-world insights to help you make…
πŸ“Œ Query Optimization for Mere Humans in PostgreSQL

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-12-03 | ⏱️ Read time: 9 min read

Understanding a PostgreSQL execution plan with practical examples
πŸ“Œ Becoming a Data Scientist: What I Would Do If I Had to Start Over

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-03 | ⏱️ Read time: 12 min read

Breaking into data science: The Good, the Bad, and the Python Bugs
πŸ“Œ From Retrieval to Intelligence: Exploring RAG, Agent+RAG, and Evaluation with TruLens

πŸ—‚ Category:

πŸ•’ Date: 2024-12-03 | ⏱️ Read time: 26 min read

Unlocking the Power of GPT-Generated Private Corpora
πŸ“Œ The Cultural Impact of AI Generated Content: Part 1

πŸ—‚ Category: GENERATIVE AI

πŸ•’ Date: 2024-12-03 | ⏱️ Read time: 9 min read

What happens when AI generated media becomes ubiquitous in our lives? How does this relate…
πŸ“Œ Should you switch from VSCode to Cursor?

πŸ—‚ Category:

πŸ•’ Date: 2024-12-03 | ⏱️ Read time: 8 min read

My experience using VSCode (GitHub Copilot) and Cursor (Claude 3.5 Sonnet) as a Data Scientist.
πŸ“Œ The Name That Broke ChatGPT: Who is David Mayer?

πŸ—‚ Category:

πŸ•’ Date: 2024-12-03 | ⏱️ Read time: 20 min read

When a buddy suggested I try putting the name β€œDavid Mayer” into ChatGPT, I didn’t think much…
πŸ“Œ The Ten Commandments for (Power BI) Reporting

πŸ—‚ Category:

πŸ•’ Date: 2024-12-03 | ⏱️ Read time: 12 min read

I have been asked about some basic rules when creating a reporting solution. Here I…
πŸ“Œ Paper Walkthrough: Neural Style Transfer

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-12-03 | ⏱️ Read time: 28 min read

Turn your photos into paintings with deep learning – Implementing NST from scratch using PyTorch
πŸ“Œ Context-Aided Forecasting: Enhancing Forecasting with Textual Data

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-02 | ⏱️ Read time: 9 min read

A promising alternative approach to improve forecasting
πŸ“Œ How to Build Prompt Engineering Expertise at Your Company

πŸ—‚ Category: LEADERSHIP AND MANAGEMENT

πŸ•’ Date: 2024-12-02 | ⏱️ Read time: 9 min read

You decided to employ generative AI at your company and have already conducted initial experiments…
❀1
πŸ“Œ Machine Learning Experiments Done Right

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-02 | ⏱️ Read time: 8 min read

A detailed guideline for designing machine learning experiments that produce reliable, reproducible results.
πŸ“Œ Overcoming Security Challenges in Protecting Shared Generative AI Environments

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-02 | ⏱️ Read time: 15 min read

Ensuring Safe AI on Multi-Tenancy
❀2
πŸ“Œ How I Built and Deployed an App in 2 days with Lovable, Supabase, and Netlify

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2025-09-18 | ⏱️ Read time: 8 min read

All ideas can be turned into action in a matter of time now.
❀1
πŸ“Œ From Python to JavaScript: A Playbook for Data Analytics in n8n with Code Node Examples

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-09-18 | ⏱️ Read time: 17 min read

Learn the basics of JavaScript through tiny n8n Code node snippets for sales data analytics
πŸ“Œ Rapid Prototyping of Chatbots with Streamlit and Chainlit

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-09-18 | ⏱️ Read time: 12 min read

End-to-end demos, comparison of pros and cons, and practical recommendations