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Set up a local LLM on CPU with chat UI in 15 minutes | by Kasper Groes Albin Ludvigsen | Feb, 2024

Data ScienceFebruary 6, 202475Views 0Likes 0Comments

This blog post shows how to easily run an LLM locally and how to set up a ChatGPT-like GUI in 4 easy steps. Photo by Liudmila Shuvalova on UnsplashThanks to the global open source community, it is now easier than ever to run performant large language models (LLM) on consumer laptops or CPU-based servers and…

The Comprehensive Guide to Intercompany Reconciliation

NanonetsFebruary 6, 202462Views 0Likes 0Comments

Intercompany reconciliation is specific to companies with multiple subsidiaries under the same parent group. It's a crucial step in the intercompany accounting process and for preparing a consolidated statement for financial reporting. Intercompany accounting is significantly more complicated than standard accounting since it requires balancing multiple ledgers, tracking internal/external transactions, forex conversion, performing intercompany eliminations…

Data Maturity: The Cornerstone of AI-Enabled Innovation

Data AnalyticsFebruary 6, 202461Views 0Likes 0Comments

Photo by Google DeepMind In the relentless pursuit of innovation and securing a competitive advantage, businesses are progressively harnessing the power of artificial intelligence (AI) as a transformative tool. The promise of AI to streamline operations, elevate decision-making processes, and unveil concealed patterns within data has spurred its swift integration across industries, especially…

TikTok Researchers Introduce ‘Depth Anything’: A Highly Practical Solution for Robust Monocular Depth Estimation

AI NewsFebruary 6, 202446Views 0Likes 0Comments

Foundational models are large deep-learning neural networks that are used as a starting point to develop effective ML models. They rely on large-scale training data and exhibit exceptional zero/few-shot performance in numerous tasks, making them invaluable in the field of natural language processing and computer vision. Foundational models are also used in Monocular Depth Estimation…

Solving Differential Equations With Neural Networks | by Rodrigo Silva | Feb, 2024

Data ScienceFebruary 6, 202454Views 0Likes 0Comments

How Neural Networks are strong tools for solving differential equations without the use of training data Photo by Linus Mimietz on UnsplashDifferential equations are one of the protagonists in physical sciences, with vast applications in engineering, biology, economy, and even social sciences. Roughly speaking, they tell us how a quantity varies in time (or some…

Books, Courses, and Live Events to Learn Generative AI with O’Reilly

Data AnalyticsFebruary 5, 202446Views 0Likes 0Comments

Image by Editor Generative AI is growing, with more people interested in how they can transition into the AI sector. A big hit at the moment and if you have clicked on this link, you are also wondering what you can do to learn more about Generative AI. In this blog, I will…

Meet CompAgent: A Training-Free AI Approach for Compositional Text-to-Image Generation with a Large Language Model (LLM) Agent as its Core

AI NewsFebruary 5, 202463Views 0Likes 0Comments

Text-to-image (T2I) generation is a rapidly evolving field within computer vision and artificial intelligence. It involves creating visual images from textual descriptions blending natural language processing and graphic visualization domains. This interdisciplinary approach has significant implications for various applications, including digital art, design, and virtual reality. Various methods have been proposed for controllable text-to-image generation,…

Solving a Tennis Refactoring Challenge in Python using SOLID | by Tomer Gabay | Feb, 2024

Data ScienceFebruary 5, 202438Views 0Likes 0Comments

A step-by-step illustration of how to use SOLID to solve a refactoring challenge Photo by Lucas Davies on UnsplashIntroduction Code refactor challenges are well-known by software engineers, but less so by data scientists, though data scientists can also highly benefit from practising such challenges. By practising these, especially when applying the SOLID principles, you learn…

A Data Lake, You Call It? It’s a Data Swamp

Data AnalyticsFebruary 5, 202453Views 0Likes 0Comments

Image by Author If you’re a data professional, you’re probably familiar with the data lake architecture. A data lake can store large volumes of raw and unstructured data. So it offers both flexibility and scalability. That said, in the absence of data governance, a data lake can quickly turn into a “data swamp”…

Researchers from ETH Zurich and Microsoft Introduce EgoGen: A New Synthetic Data Generator that can Produce Accurate and Rich Ground-Truth Training Data for EgoCentric Perception Tasks

AI NewsFebruary 5, 202449Views 0Likes 0Comments

Understanding the world from a first-person perspective is essential in Augmented Reality (AR), as it introduces unique challenges and significant visual transformations compared to third-person views. While synthetic data has greatly benefited vision models in third-person views, its utilization in tasks involving embodied egocentric perception still needs to be explored. A major obstacle in this…