Machine Learning

Machine Learning

Robustness in Optimal Transport Theory: Building Reliable AI Models | by Chaimae | Apr, 2025

Example 1: Image ClassificationImagine an AI model trained to distinguish cats from dogs using thousands of clear, well-composed photos. Now, what happens when...
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Machine Learning

Create Your Supply Chain Analytics Portfolio to Land Your Dream Job

Supply chains are under pressure like never . From climate-driven disruptions to geopolitical shifts, businesses must adapt to rising costs, new trade barriers and...
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Machine Learning

Tips for Writing Better Unit Tests for Your Python Code

Image by Author | Created on Canva   As a Python developer, unit testing your code is...
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Machine Learning

Outsmart. Outship. Outsell. 100 AI Tools. | by Mykola Holovetskyi | Apr, 2025

AI Assistants (Chatbots):1. ChatGPT – Conversational AI developed by OpenAI.2. Claude – AI assistant by Anthropic. 3. Google Gemini – AI chatbot by Google.4. DeepSeek – AI...
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Machine Learning

A Simple Implementation of the Attention Mechanism from Scratch

The Attention Mechanism is often associated with the transformer architecture, but it was already used in RNNs. In Machine Translation or MT (e.g.,...
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Machine Learning

VIP Cheatsheet: Transformers & Large Language Models

Image by Editor | Canva   Transformers and large language models (LLMs) are certainly enjoying their moment....
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