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Executive Summary This report provides a definitive technical comparison of K3s and MicroK8s, two leading CNCF-certified Kubernetes distributions optimized for edge computing. Our analysis concludes that the choice between them Read More …
Part I: The Foundations of Multimodal AI This initial part of the report establishes the fundamental principles that govern the field of multimodal Artificial Intelligence (AI). It moves from a Read More …
Supervised Learning A type of machine learning where the model learns from labeled training data to make predictions or classify data points. Underfitting Occurs when a model is too simple Read More …
🚀 Top 10 Data Scientist Skills Essential competencies for modern data science and analytics 📊 Statistical & Mathematical Foundations Understanding core statistics and mathematics to analyze data, build models, and Read More …
Executive Summary Transformer-Based Normalizing Flows, or TarFlow, represents a significant advancement in the field of generative modeling. This novel architecture emerges as a Transformer-based variant of Masked Autoregressive Flows (MAFs), Read More …
Executive Summary The landscape of data science is undergoing a profound transformation, driven by the increasing recognition that real-world systems are rarely confined to simple pairwise interactions. Traditional graph theory, Read More …
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 …
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 …
Summary Choosing the best cloud platforms for startups is a make-or-break decision in 2025. This blog compares AWS, Azure, Google Cloud Platform (GCP), and emerging alternatives across performance, scalability, cost, Read More …
Executive Summary Artificial Intelligence (AI) is transforming industries at an unprecedented pace, but it’s also exposing a major fault line in the global workforce: the AI skills gap. As businesses Read More …