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 Reinforcement Learning: Self-Driving Cars to Self-Driving Labs

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-12-06 | ⏱️ Read time: 11 min read

Understanding AI applications in bio for machine learning engineers
πŸ“Œ 5 Python One-Liners to Kick Off Your Data Exploration

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-06 | ⏱️ Read time: 5 min read

How to kickstart your EDA using simple one liners
πŸ“Œ Lasso and Elastic Net Regressions, Explained: A Visual Guide with Code Examples

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-12-06 | ⏱️ Read time: 19 min read

Roping in key features using coordinate descent
πŸ“Œ Bridging the Data Literacy Gap

πŸ—‚ Category: WRITING

πŸ•’ Date: 2024-12-06 | ⏱️ Read time: 16 min read

The Advent, Evolution, and Current state of β€œData Translators”
πŸ“Œ Multimodal RAG: Process Any File Type with AI

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 13 min read

A beginner-friendly guide with example (Python) code
πŸ“Œ Chat with Your Images using Multimodal LLMs

πŸ—‚ Category:

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 8 min read

Learn how to build Llama 3.2-Vision locally in a chat-like mode, and explore its Multimodal…
πŸ“Œ Who Does What in Data? A Practical Introduction to the Role of a Data Engineer & Data Scientist

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 17 min read

What does a data engineer do differently to a data scientist?
πŸ“Œ Building a Fantasy Football Research Agent with LangGraph

πŸ—‚ Category:

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 10 min read

An end-to-end guide covering integration with the Sleeper API, creation of a Streamlit UI, and…
πŸ“Œ DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language…

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 10 min read

Traditional RAG vs. dynamic RAG
πŸ“Œ How to Transition Into Data Science-and Within Data Science

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features
πŸ“Œ Don’t Flood Your Algorithms With Easy Examples – It Costs Money

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 8 min read

A common mistake that slows down training and burns cash
πŸ“Œ Break Free from the Individual Contributor Mindset. You Are a Manager Now.

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 16 min read

5 mistakes I see new managers make in their transition into leadership roles
πŸ“Œ How to Build a General-Purpose LLM Agent

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 13 min read

A Step-by-Step Guide
❀1
πŸ“Œ Combining Large and Small LLMs to Boost Inference Time and Quality

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 8 min read

Implementing Speculative and Contrastive Decoding
πŸ“Œ How to Interpret Matrix Expressions – Transformations

πŸ—‚ Category:

πŸ•’ Date: 2024-12-04 | ⏱️ Read time: 24 min read

Matrix algebra for a data scientist
πŸ“Œ Step-by-Step Guide for Building Bump Charts in Plotly

πŸ—‚ Category: DATA SCIENCE

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

Learn how to create custom bump charts in Python using Plotly for data visualization
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…