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Generative AI Playground: Text-to-Image Stable Diffusion with Stability AI, Stable Diffusion XL, and CompVis on the Latest Intel® GPU

Data AnalyticsFebruary 13, 202446Views 0Likes 0Comments

Promotional Content Stable Diffusion models are revolutionizing digital artistry, transforming mere text into stunning, lifelike images. These models, notably Stability AI’s Stable Diffusion XL, leverage Intel's GPU technology for creating incredibly detailed visuals from text. This blending of AI and creative expression is not just a technological leap but a gateway to…

Meet MouSi: A Novel PolyVisual System that Closely Mirrors the Complex and Multi-Dimensional Nature of Biological Visual Processing

AI NewsFebruary 13, 202437Views 0Likes 0Comments

Current challenges faced by large vision-language models (VLMs) include limitations in the capabilities of individual visual components and issues arising from excessively long visual tokens. These challenges pose constraints on the model’s ability to accurately interpret complex visual information and lengthy contextual details. Recognizing the importance of overcoming these hurdles for improved performance and versatility,…

The Most Advanced Libraries for Data Visualization and Analysis on the Web | by LucianoSphere (Luciano Abriata, PhD) | Feb, 2024

Data ScienceFebruary 13, 202447Views 0Likes 0Comments

In this new post I present the outcome of my quest for the most advanced and powerful libraries for web-based data visualization and analysis as judged by me after a careful analysis of performance, flexibility, and richness of features. Some of the libraries I selected are not popular at all, but they offer surprising capabilities…

How to Create & Implement your Policy

UncategorizedFebruary 13, 202433Views 0Likes 0Comments

Welcome to Expense Policy 101! Whether you’re the captain of a startup ship or steering a more established enterprise, grappling with expenses is as inevitable as those awkward team-building exercises. This guide seeks to demystify the enigma of creating and implementing a business expense policy that doesn’t just sit pretty in a company handbook but…

The Top 6 Coupa Competitors & Alternatives (2024 Review)

NanonetsFebruary 13, 202439Views 0Likes 0Comments

Accounts payable and spend management platforms are a tricky selection to make; many offer a range of services that can either be “too much” or “too little” for your business, depending on your needs. At the same time, though, there’s a glut of information available that makes determining the best platform for your needs a…

How To Comment Your Python Code as a Data Scientist

Data AnalyticsFebruary 13, 202434Views 0Likes 0Comments

Image generated by DALL·E 3 Data scientists were placed in an exciting position; while their job in the modern era requires them to use the programming language, there are still many business aspects their job needs to remember. That’s why the Python code used by Data Scientists usually reflects storytelling on how to…

Text Embeddings: Comprehensive Guide | by Mariya Mansurova | Feb, 2024

Data ScienceFebruary 13, 202450Views 0Likes 0Comments

As human beings, we can read and understand texts (at least some of them). Computers in opposite “think in numbers”, so they can’t automatically grasp the meaning of words and sentences. If we want computers to understand the natural language, we need to convert this information into the format that computers can work with —…

Free Data Engineering Course for Beginners

Data AnalyticsFebruary 13, 202440Views 0Likes 0Comments

Image by storyset on Freepik It's a great time to break into data engineering. So where do you start? Learning data engineering can sometimes feel overwhelming because of the number of tools that you need to know, not to mention the super intimidating job descriptions! So if you are looking for a beginner-friendly…

This AI Paper Proposes Two Types of Convolution, Pixel Difference Convolution (PDC) and Binary Pixel Difference Convolution (Bi-PDC), to Enhance the Representation Capacity of Convolutional Neural Network CNNs

AI NewsFebruary 13, 202441Views 0Likes 0Comments

Deep convolutional neural networks (DCNNs) have been a game-changer for several computer vision tasks. These include object identification, object recognition, image segmentation, and edge detection. The ever-growing size and power consumption of DNNs have been key to enabling much of this advancement. Embedded, wearable, and Internet of Things (IoT) devices, which have restricted computing resources…

Sensitivity Analysis for Unobserved Confounding | by Ugur Yildirim | Feb, 2024

Data ScienceFebruary 13, 202436Views 0Likes 0Comments

How to know the unknowable in observational studies Introduction Problem Setup 2.1. Causal Graph 2.2. Model With and Without Z 2.3. Strength of Z as a Confounder Sensitivity Analysis 3.1. Goal 3.2. Robustness Value PySensemakr Conclusion Acknowledgements References The specter of unobserved confounding (aka omitted variable bias) is a notorious problem in observational studies. In…