Machine Learning
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Real Machine Learning β€” simple, practical, and built on experience.
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Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸ“Œ A Data Science Leader’s Guide to Ensuring Every Project Drives Business Value

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 9 min read

Lessons from someone who manages a team of 8
πŸ“Œ Graph RAG – A conceptual introduction

πŸ—‚ Category:

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 10 min read

Graph RAG answers the big questions where text embeddings won’t help you.
πŸ“Œ What It Takes To Build a Great Graph

πŸ—‚ Category:

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 8 min read

Our world is composed of relationships. Who we know, how we interact, how we transact…
πŸ“Œ The Floyd-Warshall Algorithm From Graph Theory, Applied to Parsing Molecular Structures

πŸ—‚ Category: CHEMISTRY

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 10 min read

Hands-on explanations assisted by simple JavaScript code
πŸ“Œ LLM Agents, Text Vectorization, Advanced SQL, and Other Must-Reads by Our Newest Authors

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features
πŸ“Œ Structured State Space Models Visually Explained

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 21 min read

Part 2 – Towards Mamba State Space Models for Images, Videos and Time Series
πŸ“Œ SQL User Defined Functions (UDFs)

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 11 min read

A tutorial on mastering SQL UDFs: categories, use cases, and difference from stored procedures
πŸ“Œ Learning to Unlearn: Why Data Scientists and AI Practitioners Should Understand Machine Unlearning

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 24 min read

Explore the intersections between privacy and AI with a guide to removing the impact of…
πŸ“Œ Linear Programming: The Stock Cutting Problem

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 13 min read

Part 2 – Linear Programming Example Deep Dive
πŸ“Œ The Forgotten Guiding Role of Data Modelling

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-08-21 | ⏱️ Read time: 12 min read

Getting to the bottom of what structuring your data responsibly really means
πŸ“Œ Leveraging Gemini-1.5-Pro-Latest for Smarter Eating

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-21 | ⏱️ Read time: 9 min read

Learn how to use Google’s Gemini-1.5-pro-latest model to develop a generative AI app for calorie…
πŸ“Œ How to Create Well-Styled Streamlit Dataframes, Part 2: using AgGrid

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-21 | ⏱️ Read time: 12 min read

The pandas Styler is cool. But AgGrid is way cooler. Make your Streamlit dataframes interactive…
πŸ“Œ Understanding the Limitations of ARIMA Forecasting

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-21 | ⏱️ Read time: 13 min read

A comparison between the SARIMA model and the Facebook Prophet model
πŸ“Œ Fine-Tune the Audio Spectrogram Transformer With Transformers

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-21 | ⏱️ Read time: 15 min read

Learn how to fine-tune the Audio Spectrogram Transformer model for audio classification of your own…
πŸ“Œ Creating a RAG Chatbot with Langflow and Astra DB

πŸ—‚ Category: NATURAL LANGUAGE PROCESSING

πŸ•’ Date: 2024-08-21 | ⏱️ Read time: 7 min read

A walkthrough on how to create a RAG chatbot using Langflow’s intuitive interface, integrating LLMs…
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πŸ“Œ 3 AI Use Cases (That Are Not a Chatbot)

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-08-21 | ⏱️ Read time: 7 min read

Feature engineering, structuring unstructured data, and lead scoring
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πŸ“Œ AWS DeepRacer : A Practical Guide to Reducing The Sim2Real Gap – Part 1

πŸ—‚ Category: ROBOTICS

πŸ•’ Date: 2024-08-21 | ⏱️ Read time: 10 min read

In this guide (which also happens to be my first Medium article), I will share…
πŸ“Œ What Do Large Language Models β€œUnderstand”?

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-21 | ⏱️ Read time: 31 min read

A deep dive on the meaning of understanding and how it applies to LLMs
πŸ“Œ Hands-on Time Series Anomaly Detection using Autoencoders, with Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-21 | ⏱️ Read time: 12 min read

Here’s how to use Autoencoders to detect signals with anomalies in a few lines of…
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πŸ“Œ How I Used ChatGPT to Land My Next Data Science Role

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-10-06 | ⏱️ Read time: 9 min read

Practical AI hacks for every stage of the job searchβ€Š β€” with real prompts and examples