Machine Learning
39.1K subscribers
3.81K photos
31 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 CV VideoPlayer – Once and For All

πŸ—‚ Category: MACHINE LEARNING

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

A Python video player package made for computer vision research
πŸ“Œ Why β€œAI Can’t Reason” Is a Bias

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

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

We humans are proud creatures
πŸ“Œ SQLite in Production: Dreams Becoming Reality

πŸ—‚ Category:

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

On the virtues of radical simplicity
πŸ“Œ The Economics of Artificial Intelligence, Causal Tools, ChatGPT’s Impact, and Other Holiday Reads

πŸ—‚ Category: CHATGPT

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

Our weekly selection of must-read Editors’ Picks and original features
πŸ“Œ Data Valuation – A Concise Overview

πŸ—‚ Category: DATA SCIENCE

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

ChatGPT and similar LLMs were trained on insane amounts of data. OpenAI and Co. scraped…
πŸ“Œ Extracting Structured Vehicle Data from Images

πŸ—‚ Category:

πŸ•’ Date: 2025-01-27 | ⏱️ Read time: 10 min read

Build an Automated Vehicle Documentation System that Extracts Structured Information from Images, using OpenAI API,…
❀1
πŸ“Œ Beyond Causal Language Modeling

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-27 | ⏱️ Read time: 7 min read

A deep dive into β€œNot All Tokens Are What You Need for Pretraining”
πŸ“Œ Data-Driven Decision Making with Sentiment Analysis in R

πŸ—‚ Category: NATURAL LANGUAGE PROCESSING

πŸ•’ Date: 2025-01-21 | ⏱️ Read time: 15 min read

Leveraging the Quanteda, Textstem and Sentimentr Packages to Extract Customer Insights and Enhance Business Strategy
πŸ“Œ Analysis of Sales Shift in Retail with Causal Impact: A Case Study at Carrefour

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-09-17 | ⏱️ Read time: 12 min read

Applying causal inference to measure the effect of product unavailability on retail sales at Carrefour
❀2
πŸ“Œ RAG Explained: Understanding Embeddings, Similarity, and Retrieval

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-09-17 | ⏱️ Read time: 10 min read

Let’s take a closer look at how the retrieval mechanism works
πŸ“Œ Evaluating Your RAG Solution

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-09-17 | ⏱️ Read time: 15 min read

A guide to building and evaluating RAG solutions by leveraging LLM-as-a-Judge capabilities.
πŸ“Œ Deploying AI Safely and Responsibly

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-09-17 | ⏱️ Read time: 12 min read

Experts debunk the biggest myths about trustworthy AI
πŸ“Œ ROC AUC Explained: A Beginner’s Guide to Evaluating Classification Models

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-09-17 | ⏱️ Read time: 10 min read

Understand how ROC curves and AUC help you go beyond accuracy with visuals and examples.
πŸ“Œ TSMixer: Google’s Innovative Deep Learning Forecasting Model

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

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

Combining lightweight design with high forecasting accuracy
πŸ“Œ Navigating Soft Actor-Critic Reinforcement Learning

πŸ—‚ Category: MACHINE LEARNING

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

Explanation, Theory, Implementation, Results and Applications to Bioengineering
πŸ“Œ 5 Essential Tips to Build Business Dashboards Stakeholders Love

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-11 | ⏱️ Read time: 9 min read

A practical guide to designing clear, effective, and actionable dashboards for decision-making
πŸ“Œ I’m Doing the Advent of Code 2024 in Python – Day 2

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-11 | ⏱️ Read time: 5 min read

Let’s see how many stars we’ll collect.
πŸ“Œ Measuring the Cost of Production Issues on Development Teams

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-12-11 | ⏱️ Read time: 9 min read

Deprioritizing quality sacrifices both software stability and velocity, leading to costly issues. Investing in quality…
πŸ“Œ How to Price with Machine Learning

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-12-11 | ⏱️ Read time: 6 min read

Customizing neural networks to fit price-response functions
πŸ“Œ Understanding DDPG: The Algorithm That Solves Continuous Action Control Challenges

πŸ—‚ Category:

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

Discover how DDPG solves the puzzle of continuous action control, unlocking possibilities in AI-driven medical…
πŸ“Œ How I’d Learn Machine Learning Again, After 6 Years

πŸ—‚ Category: CODING

πŸ•’ Date: 2024-12-11 | ⏱️ Read time: 7 min read

Some rough guidelines