Uplatz is a global IT Training & Consulting company
Executive Summary Graph Neural Networks (GNNs) represent a transformative class of neural networks uniquely designed to process and learn from non-Euclidean, graph-structured data. Their fundamental purpose lies in capturing complex Read More …
Introduction Gradient Descent is one of the most fundamental optimization algorithms in machine learning and deep learning. It is used to minimize a cost (or loss) function by iteratively moving Read More …
Executive Summary GPU-accelerated simulation has emerged as a transformative force in the automotive and aerospace industries, fundamentally reshaping design, testing, and validation workflows. By leveraging the massively parallel architecture of Read More …
Feature Engineering Techniques: Encoding, Scaling, and PCA Feature engineering is a critical preprocessing step in machine learning that transforms raw data into a more effective set of inputs for algorithms[1]. Read More …
1. Introduction to Extreme Low-bit Quantization The rapid evolution of deep learning models, particularly Large Language Models (LLMs), has led to unprecedented capabilities across various domains. However, this advancement comes Read More …
Executive Summary The proliferation of the Internet of Things (IoT), wearable technology, and distributed sensing has created an unprecedented demand for power in locations where traditional batteries and grid connections Read More …
I. Executive Summary This report provides a comprehensive analysis of Cloud and Edge computing, two pivotal paradigms shaping modern enterprise IT infrastructures. It delineates their distinct characteristics, explores their primary Read More …
1. Introduction to Drone Autonomy: Defining the Spectrum of Independence 1.1 Defining Drone Autonomy: Core Concepts and Principles Drone autonomy fundamentally refers to a system’s capacity to operate with minimal Read More …
1. Executive Summary Accurately measuring developer productivity is a critical, yet increasingly complex, challenge for modern software organizations. Traditional, simplistic metrics often fail to capture the true value delivered by Read More …
Different Chart Types and When to Use Them: Visual Guide Comparison Charts Bar Charts Bar charts use rectangular bars to compare values across different categories, making them ideal for comparing Read More …