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 The Large Language Model Course

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-16 | ⏱️ Read time: 21 min read

How to become an LLM Scientist or Engineer from scratch
πŸ“Œ Charts, Dashboards, Maps, and More: Data Visualization in the Spotlight

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-16 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features
πŸ“Œ Why Data Scientists Can’t Afford Too Many Dimensions and What They Can Do About It

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2025-01-16 | ⏱️ Read time: 17 min read

An in-depth article about dimensionality reduction and its most popular methods
πŸ“Œ The Death of Human-Written Code Tutorials in the ChatGPT Era β€¦ Or Not?

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-16 | ⏱️ Read time: 11 min read

An argument in favor of human-written coding tutorials in the new age of LLMs.
πŸ“Œ Developing an AI-Powered Smart Guide for Business Planning & Entrepreneurship

πŸ—‚ Category: ENTREPRENEURSHIP

πŸ•’ Date: 2025-01-16 | ⏱️ Read time: 35 min read

A LangGraph-based advanced agentic RAG with standard business guides, AI-based web search, trusted sources, and…
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πŸ“Œ Water Cooler Small Talk, Ep 6: Benford’s Law

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-15 | ⏱️ Read time: 10 min read

A look into the strange first digit distribution of naturally occurring datasets
πŸ“Œ Qubits Explained: Everything You Need to Know

πŸ—‚ Category: PHYSICS

πŸ•’ Date: 2025-01-15 | ⏱️ Read time: 11 min read

A deep dive into the building block of quantum computers.
πŸ“Œ Understanding Flash Attention: Writing the Algorithm from Scratch in Triton

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-15 | ⏱️ Read time: 7 min read

Find out how Flash Attention works. Afterward, we’ll refine our understanding by writing a GPU…
πŸ“Œ The AI (R)Evolution, Looking From 2024 Into the Immediate Future

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-13 | ⏱️ Read time: 17 min read

Witnessing rapid innovation, fierce competition, and transformative tools for life, work, and human development
πŸ“Œ Contextual Topic Modelling in Chinese Corpora with KeyNMF

πŸ—‚ Category: NATURAL LANGUAGE PROCESSING

πŸ•’ Date: 2025-01-13 | ⏱️ Read time: 8 min read

A comprehensive guide on getting the most out of your Chinese topic models, from preprocessing…
πŸ“Œ A Multimodal AI Assistant: Combining Local and Cloud Models

πŸ—‚ Category:

πŸ•’ Date: 2025-01-13 | ⏱️ Read time: 22 min read

Use LangGraph, mlx and Florence2 to build an agent that answers complex image questions, with…
πŸ“Œ Going Beyond Bias-Variance Tradeoff Into Double Descent Phenomenon

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-13 | ⏱️ Read time: 22 min read

It’s not how many times you get knocked down that count, it’s how many times…
πŸ“Œ Understanding the Evolution of ChatGPT: Part 2 – GPT-2 and GPT-3

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2025-01-13 | ⏱️ Read time: 10 min read

Scaling from 117M to 175B: Insights into GPT-2 and GPT-3.
πŸ“Œ How to Build a Knowledge Graph in Minutes (And Make It Enterprise-Ready)

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-13 | ⏱️ Read time: 10 min read

I tried and failed creating one-but it was when LLMs were not a thing!
πŸ“Œ Speed up Pandas code with Numpy

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-13 | ⏱️ Read time: 13 min read

But I can’t vectorise this, can I?  β€¦. yes, you probably can!
πŸ“Œ Using Constraint Programming to Solve Math Theorems

πŸ—‚ Category: MATHEMATICS

πŸ•’ Date: 2025-01-12 | ⏱️ Read time: 6 min read

Case study: the quasigroups existence problem
πŸ“Œ What is MicroPython? Do I Need to Know it as a Data Scientist?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-12 | ⏱️ Read time: 6 min read

In this year’s edition of the Stack Overflow survey, MicroPython is with 1.6% in the…
πŸ“Œ What Would a Stoic Do? – An AI-Based Decision-Making Model

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2025-01-12 | ⏱️ Read time: 14 min read

Using AI to build Marcus Aurelius’ reincarnation
πŸ“Œ LightGBM: The Fastest Option of Gradient Boosting

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-12 | ⏱️ Read time: 7 min read

Learn how to implement a fast and effective Gradient Boosting model using Python
πŸ“Œ Build Your First API with Python and AWS

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2025-01-11 | ⏱️ Read time: 12 min read

Learn how to create a simple, yet powerful REST API with FastAPI, DynamoDB, and AWS…
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