Machine Learning
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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
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πŸ“Œ How to Stay Relevant as a Software Developer

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-02 | ⏱️ Read time: 6 min read

We’re Drowning in AI… Now What?
πŸ“Œ Eulerian Melodies: Graph Algorithms for Music Composition

πŸ—‚ Category: GRAPH THEORY

πŸ•’ Date: 2025-09-28 | ⏱️ Read time: 15 min read

Conceptual overview and an end-to-end Python implementation
πŸ“Œ The Comprehensive Guide to Training and Running YOLOv8 Models on Custom Datasets

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-02 | ⏱️ Read time: 18 min read

It’s now easier than ever to train your own computer vision models on custom datasets…
πŸ“Œ Consent in Training AI

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-02 | ⏱️ Read time: 12 min read

Should you have control over whether information about you gets used in training generative AI?
πŸ“Œ How to Calculate a Moving Average Over Multiple Periods in DAX

πŸ—‚ Category:

πŸ•’ Date: 2024-10-01 | ⏱️ Read time: 7 min read

Calculating a moving Aggregation is easy in DAX. However, there are some pitfalls when calculating…
πŸ“Œ Geographic Position Encoders

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-10-01 | ⏱️ Read time: 12 min read

Understanding modern techniques for encoding geographic coordinates in a neural network
πŸ“Œ Finding My AI Coding Assistant: Why Codeium Wins Over Copilot

πŸ—‚ Category: CODING

πŸ•’ Date: 2024-10-01 | ⏱️ Read time: 11 min read

It’s easy to install, it’s context-aware, and it’s free. For me, it beats Copilot.
πŸ“Œ Could Conversational AI-Driven Data Analytics Finally Solve the Data Democratization Riddle?

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-01 | ⏱️ Read time: 8 min read

A Data Leader’s Realistic Assessment
πŸ“Œ TSV in Pandas: A How-To Guide

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-01 | ⏱️ Read time: 6 min read

The Correct Way of Loading and Writing TSV Files with Pandas
πŸ“Œ Statistical Analysis on Scoring Bias

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-01 | ⏱️ Read time: 22 min read

In the 2024 Argentine Tango World Championship
πŸ“Œ Beyond the Hype: When Generative AI Isn’t Always the Answer

πŸ—‚ Category:

πŸ•’ Date: 2024-10-01 | ⏱️ Read time: 9 min read

Why predictive AI might still be your best bet
πŸ“Œ P-Companion: Amazon’s Principled Framework for Diversified Complementary Product Recommendation

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-01 | ⏱️ Read time: 12 min read

A Deep Dive into Amazon’s Complementary Product Recommendation Framework
πŸ“Œ Under-trained and Unused tokens in Large Language Models

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-01 | ⏱️ Read time: 8 min read

Existence of under-trained and unused tokens and Identification Techniques using GPT-2 Small as an Example
πŸ“Œ My 7 Sources of Income as a Data Scientist

πŸ—‚ Category: CODING

πŸ•’ Date: 2024-10-01 | ⏱️ Read time: 8 min read

All the ways I make money as a practising data scientist
πŸ“Œ Journey of an unlikely entrepreneur

πŸ—‚ Category:

πŸ•’ Date: 2024-10-01 | ⏱️ Read time: 10 min read

Developing an oceanographic application for big game fishing
πŸ“Œ Graph Neural Networks Part 1. Graph Convolutional Networks Explained

πŸ—‚ Category:

πŸ•’ Date: 2024-10-01 | ⏱️ Read time: 12 min read

Node classification with Graph Convolutional Networks
πŸ“Œ What I Learned in my First 9 Months as a Freelance Data Scientist

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-01 | ⏱️ Read time: 24 min read

Observations and lessons learned from in the trenches
πŸ“Œ Support Vector Classifier, Explained: A Visual Guide with Mini 2D Dataset

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-01 | ⏱️ Read time: 17 min read

Finding the best β€œline” to separate the classes? Yeah, sure…
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πŸ“Œ Can Transformers Solve Everything?

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-10-01 | ⏱️ Read time: 15 min read

Looking into the math and the data reveals that transformers are both overused and underused.
πŸ“Œ Evaluating performance of LLM-based Applications

πŸ—‚ Category:

πŸ•’ Date: 2024-09-30 | ⏱️ Read time: 9 min read

Evaluation Framework for real-world requirements