Machine Learning

Machine Learning

How to Level Up MODSIM with Synthetic Imagery Generation | by Rendered.ai Marketing | Jul, 2024

Military MODSIM is often focused on training humans. Many of the same simulators and tools used in human training can also generate imagery...
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Machine Learning

Principal Components Analysis (PCA) Through a Latent Variable Lens | by Natasha Stewart | Jul, 2024

Overview of PPCA, an extension of classical PCA, and its application to incomplete data via the EM AlgorithmMy results confirm that the EM...
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Machine Learning

How to Manage Files and Directories in Bash

Image by Author | Midjourney & Canva   Understanding the Bash Shell   Bash, the Bourne-Again Shell, is a command-line interpreter that allows users to interact with...
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Machine Learning

Neural Ordinary Differential Equations and Free-form Continuous Dynamics: A Revolution in Deep Learning | by Joe El khoury | Jul, 2024

In recent years, two groundbreaking papers have revolutionized our understanding of neural networks and their relationship to differential equations. The first, “Neural Ordinary...
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Machine Learning

Master This Data Science Skill and You Will Land a Job In Big Tech— Part I | by Khouloud El Alami | Jul, 2024

Fundamentals of experimentation I learned from working with the best in the tech industryAre you a data scientist dreaming of landing a job...
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Machine Learning

Tuning Hyperparameters in Neural Networks

  Hyperparameters determine how well your neural network learns and processes information. Model parameters are learned during training. Unlike these parameters, hyperparameters must be...
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