Machine Learning
39.4K subscribers
4.36K photos
40 videos
50 files
1.42K links
Real Machine Learning β€” simple, practical, and built on experience.
Learn step by step with clear explanations and working code.

Admin: @HusseinSheikho || @Hussein_Sheikho
Download Telegram
πŸ“Œ Enhancing E-Commerce with Generative AI – Part 1

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-07-31 | ⏱️ Read time: 19 min read

From Data to Product Recommendations
πŸ“Œ Diffusion Loss: Every Step Explained

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-07-31 | ⏱️ Read time: 19 min read

Paper Review: Denoising Diffusion Probabilistic Model (DDPM)
πŸ“Œ Using Llama 3 for Building AI Agents

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-07-31 | ⏱️ Read time: 11 min read

Comprehensive guide to building AI Agents with Llama 3 function calling capabilities.
πŸ“Œ GenAI Is Revolutionizing Search

πŸ—‚ Category: SEO

πŸ•’ Date: 2024-07-30 | ⏱️ Read time: 8 min read

And why you and your company should care
πŸ“Œ Done is Better Than Perfect

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-30 | ⏱️ Read time: 11 min read

How to be more pragmatic as a Data Scientist, and why it matters for your…
πŸ“Œ Python Poetry – The Best Data Science Dependency Management Tool?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-30 | ⏱️ Read time: 8 min read

Poetry makes deploying machine learning applications a breeze – learn how!
πŸ“Œ Introduction to Reinforcement Learning and Solving the Multi-armed Bandit Problem

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-07-30 | ⏱️ Read time: 13 min read

Dissecting β€œReinforcement Learning” by Richard S. Sutton with Custom Python Implementations, Episode I
πŸ“Œ Case-Study: Multilingual LLM for Questionnaire Summarization

πŸ—‚ Category:

πŸ•’ Date: 2024-07-30 | ⏱️ Read time: 12 min read

An LLM Approach to Summarizing Students’ Responses for course Questionnaires in Hebrew, Arabic and English
πŸ“Œ How To Log Databricks Workflows with the Elastic (ELK) Stack

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-07-30 | ⏱️ Read time: 9 min read

A practical example of setting up observability for a data pipeline using best practices from…
πŸ“Œ Spatial Index: R Trees

πŸ—‚ Category: DATABASE DESIGN

πŸ•’ Date: 2024-07-30 | ⏱️ Read time: 11 min read

Data-driven structures for spatial indexing If you have been following the Spatial Index Series, it…
πŸ“Œ Shortest Path Algorithms: How to Use Data to Navigate and Optimize

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-30 | ⏱️ Read time: 8 min read

An Overview of Dijkstra’s Algorithm and Bellman-Ford Algorithm
πŸ“Œ Can Generative AI Lead to AI Collapse?

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-07-30 | ⏱️ Read time: 9 min read

AI eating its own tail: the risk of model collapse in generative systems
πŸ“Œ Data Warehouse, Redefined

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-07-30 | ⏱️ Read time: 9 min read

Rethinking data warehousing: Why redefinition is necessary even beyond Modern Data Warehouse (MDW) and Lakehouse…
❀1
πŸ“Œ A Practical Guide to Contrastive Learning

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-07-30 | ⏱️ Read time: 10 min read

How to build your very first SimSiam model with FashionMNIST
πŸ“Œ Deploying dbt Projects at Scale on Google Cloud

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 13 min read

Containerising and running dbt projects with Artifact Registry, Cloud Composer, GitHub Actions and dbt-airflow
πŸ“Œ How to Stand Out in Your Data Scientist Interview

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 9 min read

A tip from my experience hiring Data Scientists, which even seasoned professionals aren’t aware of
πŸ“Œ Visualizing 3D Spatial Data With Pydeck

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 4 min read

How to create building model maps in Python
πŸ“Œ Stable and fast randomization using hash spaces

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 8 min read

Generate consistent assignments on the fly across different implementation environments
πŸ“Œ Navigating Data Science: B2C vs. B2B Analytics

πŸ—‚ Category: BUSINESS

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 12 min read

How customer types shape data science roles and methodologies
πŸ“Œ Hands on Career Path Modelling Using Markov Chain, with Python

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 14 min read

This is how I used basic probability to simulate career development
πŸ“Œ Python Set Is Way Faster Than List, True Or False?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 6 min read

Comprehensive performance comparison and discussion around data structure