Machine Learning
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Real Machine Learning β€” simple, practical, and built on experience.
Learn step by step with clear explanations and working code.

Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸ“Œ A Guide to Clustering Algorithms

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-06 | ⏱️ Read time: 6 min read

An overview of clustering and the different families of clustering algorithms.
πŸ“Œ Reasoning as the Engine Driving Legal Arguments

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-06 | ⏱️ Read time: 12 min read

Statements of reasoning indicate types of argument
πŸ“Œ Building a Multilingual Multi-Agent Chat Application Using LangGraph – Part I

πŸ—‚ Category:

πŸ•’ Date: 2024-09-06 | ⏱️ Read time: 12 min read

In this 3-part series, learn how to build a RAG-based, multilingual, agentic chat application to…
πŸ“Œ How to Create a Custom Matplotlib Theme and Make Your Charts Go from Boring to Amazing

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-05 | ⏱️ Read time: 6 min read

The best part? You’ll only have to do this once.
πŸ“Œ An Introduction to Bayesian A/B Testing

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-09-05 | ⏱️ Read time: 7 min read

Gain better insights from your data
πŸ“Œ Image Segmentation With K-Means Clustering

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-09-05 | ⏱️ Read time: 11 min read

An introduction with Python
πŸ“Œ How to Make an Advanced Spider Chart in Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-05 | ⏱️ Read time: 8 min read

Step-by-step explanation with an easy to use function at the end
πŸ“Œ The Latest on LLMs: Decision-Making, Knowledge Graphs, Reasoning Skills, and More

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-05 | ⏱️ Read time: 5 min read

Our weekly selection of must-read Editors’ Picks and original features
πŸ“Œ My Weekly Calendar as a Senior Data Science Manager

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-05 | ⏱️ Read time: 17 min read

My goal is to cover the 3Ps: People, Projects and Process. In that order of…
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πŸ“Œ GPTs and the Forehead Detective

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-05 | ⏱️ Read time: 14 min read

Are the reasoning capabilities of OpenAI LLMs good enough to play the classic guessing game?
πŸ“Œ Peer Review Demystified: What, Why, and How

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-09-04 | ⏱️ Read time: 12 min read

Learnings as an AI & Robotics Associate Editor with 100 Peer Reviews
πŸ“Œ Your Pathway to Success: How You Can Land a Machine Learning and Data Science Internship

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-09-04 | ⏱️ Read time: 18 min read

Advice and tips from a data scientist who landed two internships in a year
πŸ“Œ Understanding Time Series Structural Changes

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-04 | ⏱️ Read time: 7 min read

How to detect time series change points using Python
πŸ“Œ Automated Prompt Engineering: The Definitive Hands-On Guide

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-09-04 | ⏱️ Read time: 26 min read

Learn how to automate prompt engineering and unlock significant performance improvements in your LLM workload
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πŸ“Œ Monte Carlo Methods for Solving Reinforcement Learning Problems

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-09-04 | ⏱️ Read time: 20 min read

Dissecting β€œReinforcement Learning” by Richard S. Sutton with Custom Python Implementations, Episode III
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πŸ“Œ Hands-On Global Optimization Methods, with Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-04 | ⏱️ Read time: 15 min read

Four methods to find the maximum (or minimum) of your black box objective function
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πŸ“Œ How to Train a Vision Transformer (ViT) from Scratch

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-04 | ⏱️ Read time: 13 min read

A practical guide to implementing the Vision Transformer (ViT)
πŸ“Œ Batch And Streaming Demystified For Unification

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-09-04 | ⏱️ Read time: 29 min read

Understand how batch can be considered a subset of streaming and why data engineering should…
πŸ“Œ How I Used Clustering to Improve Chunking and Build Better RAGs

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-04 | ⏱️ Read time: 8 min read

It’s both fast and cost-effective
πŸ“Œ Approximating Stochastic Functions with Multivariate Outputs

πŸ—‚ Category:

πŸ•’ Date: 2024-09-04 | ⏱️ Read time: 25 min read

A generic approach for training probabilistic machine learning models