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Evolution in ETL: How Skipping Transformation Enhances Data Management

Data AnalyticsDecember 13, 202397Views 0Likes 0Comments

Image by Editor Few data concepts are more polarizing than ETL (extract-transform-load), the preparation technique that has dominated enterprise operations for several decades. Developed in the 1970s, ETL shined during an era of large-scale data warehouses and repositories. Enterprise data teams centralized data, layered reporting systems and data science models on top, and…

This AI Paper Unveils HyperDreamer: An Advancement in 3D Content Creation with Advanced Texturing, 360-Degree Modeling, and Interactive Editing

AI NewsDecember 13, 202390Views 0Likes 0Comments

It isn’t easy to generate detailed and realistic 3D models from a single RGB image. Researchers from Shanghai AI Laboratory, The Chinese University of Hong Kong, Shanghai Jiao Tong University, and S-Lab NTU have presented HyperDreamer to address this issue. This framework solves this problem by enabling the creation of 3D content that is viewable,…

Understanding the faulty proteins linked to cancer and autism

OpenAIDecember 13, 202395Views 0Likes 0Comments

AlphaFold is helping researchers uncover how protein-mutations cause disease, and how to prevent them Luigi Vitagliano is a Research Director at the Institute of Biostructures and Bioimaging in Naples, Italy. He shares his AlphaFold story. Being a structural biologist in the age of AlphaFold is like the early days of gold mining. Before this technology,…

Evaluating RAG Applications with RAGAs | by Leonie Monigatti | Dec, 2023

Data ScienceDecember 13, 2023115Views 0Likes 0Comments

RAGAs (Retrieval-Augmented Generation Assessment) is a framework (GitHub, Docs) that provides you with the necessary ingredients to help you evaluate your RAG pipeline on a component level. Evaluation Data What’s interesting about RAGAs is that it started out as a framework for “reference-free” evaluation [1]. That means, instead of having to rely on human-annotated ground…

Leveraging Technology for Positive Change Aiiot Talk

IoTDecember 13, 2023122Views 0Likes 0Comments

AI and tech enthusiasts from all niches desire to leverage automation to make their operations more sustainable. Green AI revises the technology’s negative climate impact. It’s a costly and environmentally concerning asset, but these algorithms will transform all sectors’ relationships with AI and the planet. Meeting sustainability objectives becomes streamlined and actionable using…

5 Tools to Help Build Your LLM Apps

Data AnalyticsDecember 13, 202398Views 0Likes 0Comments

Image generated with DALLE-3 In the era of advanced language model applications, developers and data scientists are continuously seeking efficient tools to build, deploy, and manage their projects. As large language models (LLMs) like GPT-4 gain popularity, more people are looking to leverage these powerful models in their own applications. However, working with…

This AI Paper Unveils HiFi4G: A Breakthrough in Photo-Real Human Modeling and Efficient Rendering

AI NewsDecember 12, 2023102Views 0Likes 0Comments

Volumetric recording and realistic representation of 4D (spacetime) human performance dissolve the barriers between spectators and performers. It offers a variety of immersive VR/AR experiences, such as telepresence and tele-education. Some early systems use nonrigid registration explicitly to recreate textured models from recorded footage. However, they are still susceptible to occlusions and texture deficiencies, which…

Fighting osteoporosis before it starts

OpenAIDecember 12, 202396Views 0Likes 0Comments

Detecting signs of this debilitating disease with AI before any bones start to break Melissa Formosa is an osteoporosis expert at the University of Malta in Msida. She shares her AlphaFold story. Right now, medicine is too dependent on radiographic imaging techniques for diagnosing osteoporosis. It can be a debilitating disease that develops slowly over…

Geometrical Interpretation of Linear Regression in Machine Learning versus Classical Statistics | by Rishabh Raman | Dec, 2023

Data ScienceDecember 12, 202381Views 0Likes 0Comments

Demystifying the confusion about Linear Regression Visually and Analytically Image: Linear regression illustration, by Stpasha, via Wikimedia Commons (Public Domain). Original Image Link: https://upload.wikimedia.org/wikipedia/commons/8/87/OLS_geometric_interpretation.svgThe above image represents a geometric interpretation of Ordinary Least Squares (OLS) or Linear Regression (words used interchangeably in classical statistics). Let’s break down what we’re seeing in an intuitive way: Variables…

The Top 13 Best Accounts Payable Software in 2023

UncategorisedDecember 12, 202392Views 0Likes 0Comments

Accounts payable software is increasingly being used by businesses worldwide. Automated accounts payable software can efficiently manage large volumes of financial transactions between a company and its suppliers, while also automating ancillary activities such as approvals and reconciliations. AP automation software that is available off the shelf today is either a standalone product or part…